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2023

Mohamed, Hasan; Raducanu, Bogdan; Kiselev, Ilya; Wang, Zuowen; Kucukoglu, Burcu; Rueckauer, Bodo; van Gerven, Marcel; Carolina, Mora Lopez; Liu, Shih-Chii (2023). A 128-channel real-time VPDNN stimulation system for a visual cortical neuroprosthesis. In: 2023 IEEE Conference on Biomedical Circuits and Systems (BioCAS), Toronto, Canada, 19 October 2023 - 21 October 2023, Institute of Electrical and Electronics Engineers.

Zhou, Sheng; Chen, Xi; Kim, Kwantae; Liu, Shih-Chii (2023). High-Accuracy and Energy-Efficient Acoustic Inference using Hardware-Aware Training and a 0.34nW/Ch Full-Wave Rectifier. In: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hangzhou, China, 11 June 2023 - 13 June 2023, Institute of Electrical and Electronics Engineers.

Kim, Kwantae; Liu, Shih-Chii (2023). A 3.11 μW 40 nV/√Hz Instrumentation amplifier for bio-impedance sensors exploiting positive-feedback-assisted gain boosting. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, USA, 21 May 2023 - 25 May 2023.

Chen, Qinyu; Chang, Y; Kim, Kwantae; Gao, Chang; Liu, Shih-Chii (2023). An area-efficient ultra-low-power time-domain feature extractor for edge keyword spotting. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, USA, 21 May 2023 - 25 May 2023.

Wang, Shu; Rovira, Meritxell; Hu, Yuhuang; Jiḿenez-Jorquera, Cecilia; Liu, Shih-Chii (2023). End-to-end prediction of sodium concentration from uncalibrated sodium ISFETs. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, USA, 21 May 2023 - 25 May 2023.

Vertes, Robert P; Hoover, Walter B; Witter, Menno P; Yanik, Mehmet Fatih; Rojas, Amanda K P; Linley, Stephanie B (2023). Projections from the five divisions of the orbital cortex to the thalamus in the rat. Journal of Comparative Neurology, 531(2):217-237.

Wang, Shu; Rovira, Meritxell; Demuru, Silvia; Lafaye, Céline; Kim, Jaemin; Kunnel, Brince Paul; Besson, Cyril; Fernandez-Sanchez, Cesar; Serra-Graells, Francisco; Margarit-Taulé, Josep Maria; Aymerich, Joan; Cuenca, Javier; Kiselev, Ilya; Gremeaux, Vincent; Saubade, Mathieu; Jiménez-Jorquera, Cecilia; Briand, Danick; Liu, Shih-Chii (2023). Multisensing wearables for real-time monitoring of sweat electrolyte biomarkers during exercise and analysis on their correlation with core body temperature. IEEE Transactions on Biomedical Circuits and Systems, 17(4):808-817.

2022

Büchel, Julian; Lenz, Gregor; Hu, Yalun; Sheik, Sadique; Sorbaro, Martino (2022). Adversarial attacks on spiking convolutional neural networks for event-based vision. Frontiers in Neuroscience, 16:1068193.

Liu, Shih-Chii; Gao, Chang; Kim, Kwantae; Delbruck, Tobi (2022). Energy-efficient activity-driven computing architectures for edge intelligence. In: 2022 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 3 December 2022 - 7 December 2022. Institute of Electrical and Electronics Engineers, 499-502.

Chen, Qinyu; Gao, Chang; Fang, Xinyuan; Luan, Haitao (2022). Skydiver: A Spiking Neural Network Accelerator Exploiting Spatio-Temporal Workload Balance. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41(12):5732-5736.

Zucchet, Nicolas; Sacramento, João (2022). Beyond Backpropagation: Bilevel Optimization Through Implicit Differentiation and Equilibrium Propagation. Neural Computation, 34(12):2309-2346.

Kim, Kwantae; Gao, Chang; Graca, Rui; Kiselev, Ilya; Yoo, Hoi-Jun; Delbruck, Tobi; Liu, Shih-Chii (2022). A 23-μW Keyword Spotting IC With Ring-Oscillator-Based Time-Domain Feature Extraction. IEEE Journal of Solid State Circuits, 57(11):3298-3311.

Lässig, Francesco; Aceituno, Pau Vilimelis; Sorbaro, Martino; Grewe, Benjamin F (2022). Online Continual Learning through Target Regularization. In: IROS 2022 - Lifelong Learning of High-level Cognitive and Reasoning Skills, Kyoto, Japan, 23 October 2022 - 27 October 2022.

Chen, Junren; Wu, Chenxi; Indiveri, Giacomo; Payvand, Melika (2022). Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement. In: 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Glasgow, United Kingdom, 24 October 2022 - 26 October 2022, 9970901.

Wang, Zuowen; Hu, Yuhuang; Liu, Shih-Chii (2022). Exploiting Spatial Sparsity for Event Cameras with Visual Transformers. In: 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16 October 2022 - 19 October 2022, IEEE.

Delbruck, Tobi; Li, Chenghan; Graca, Rui; Mcreynolds, Brian (2022). Utility and Feasibility of a Center Surround Event Camera. In: 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16 October 2022 - 19 October 2022.

Vitale, Antonio; Donati, Elisa; Germann, Roger; Magno, Michele (2022). Neuromorphic Edge Computing for Biomedical Applications: Gesture Classification Using EMG Signals. IEEE Sensors Journal, 22(20):19490-19499.

Leite, Vanessa R C; Su, Zhe; Whatley, Adrian M; Indiveri, Giacomo (2022). Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors. In: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13 October 2022 - 15 October 2022. Institute of Electrical and Electronics Engineers, 364-368.

Asgari, Hajar; Risi, Nicoletta; Indiveri, Giacomo (2022). FPGA Implementation of An Event-driven Saliency-based Selective Attention Model. In: IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13 October 2022 - 15 October 2022.

Gerber, Stefan; Steiner, Marc; Maryada; Indiveri, Giacomo; Donati, Elisa (2022). Neuromorphic implementation of ECG anomaly detection using delay chains. In: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13 October 2022 - 15 October 2022, 369-373.

Payvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo (2022). Self-organization of an inhomogeneous memristive hardware for sequence learning. Nature Communications, 13(1):5793.

Gweon, Surin; Kang, Sanghoon; Kim, Kwantae; Yoo, Hoi-Jun (2022). FlashMAC: A Time-Frequency Hybrid MAC Architecture With Variable Latency-Aware Scheduling for TinyML Systems. IEEE Journal of Solid State Circuits, 57(10):2944-2956.

Gao, Yingqiang; Gu, Nianlong; Lam, Jessica; Hahnloser, Richard H R (2022). Do Discourse Indicators Reflect the Main Arguments in Scientific Papers? In: International Conference on Computational Linguistics, 9th Workshop on Argument Mining, Gyeongju, Republic of Korea, 12 October 2022 - 17 October 2022. International Conference on Computational Linguistics, 34-50.

Oliver, Rachel; McReynolds, Brian; Savransky, Dmitry (2022). Event-based sensor multiple hypothesis tracker for space domain awareness. In: AMOS Conference 2022, Maui, HI United States, 27 September 2022 - 30 September 2022, s.n..

Schmidt, Dominik; English, Gwendolyn; Gent, Thomas C; Yanik, Mehmet Fatih; von der Behrens, Wolfger (2022). Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth. Frontiers in Neuroinformatics, 16:971231.

Orlandi, Mattia; Zanghieri, Marcello; Schiavone, Davide; Donati, Elisa; Conti, Francesco; Benatti, Simone (2022). Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition. In: Valle, Maurizio; et al. Advances in System-Integrated Intelligence : Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy. Cham: Springer, 518-529.

Mirshojaeian Hosseini, Mohammad Javad; Yang, Yi; Prendergast, Aidan J; Donati, Elisa; Faezipour, Miad; Indiveri, Giacomo; Nawrocki, Robert A (2022). An organic synaptic circuit: toward flexible and biocompatible organic neuromorphic processing. Neuromorphic Computing and Engineering, 2(3):034009.

Liu, Min; Delbruck, Tobi (2022). EDFLOW: Event Driven Optical Flow Camera with Keypoint Detection and Adaptive Block Matching. IEEE Transactions on Circuits and Systems for Video Technology, 32(9):5776-5789.

Chen, Guang; Qu, Sanqing; Li, Zhijun; Zhu, Haitao; Dong, Jiaxuan; Liu, Min; Conradt, Jorg (2022). Neuromorphic Vision-Based Fall Localization in Event Streams With Temporal–Spatial Attention Weighted Network. IEEE Transactions on Cybernetics, 52(9):9251-9262.

Wang, Shu; Lafaye, Celine; Saubade, Mathieu; Besson, Cyril; Margarit-Taule, Josep Maria; Gremeaux, Vincent; Liu, Shih-Chii (2022). Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study. IEEE Journal of Biomedical and Health Informatics, 26(9):4725-4732.

von der Malsburg, Christoph; Grewe, Benjamin F; Stadelmann, Thilo (2022). Making sense of the natural environment. In: The Biannual Conference of the German Cognitive Science Society (KogWis), Freiburg, Germany, 5 September 2022 - 7 September 2022, s.n..

McHarg, Matthew G; Balthazor, Richard L; McReynolds, Brian J; Howe, David H; Maloney, Colin J; O’Keefe, Daniel; Bam, Rayomand; Wilson, Gabriel; Karki, Paras; Marcireau, Alexandre; Cohen, Gregory (2022). Falcon Neuro: an event-based sensor on the International Space Station. Optical Engineering, 61(08):085105.

Kerstjens, Stan; Michel, Gabriela; Douglas, Rodney J (2022). Constructive connectomics: How neuronal axons get from here to there using gene-expression maps derived from their family trees. PLoS Computational Biology, 18(8):e1010382.

Loidl, Reinhard; Abs, Elisabeth (2022). Plasticity in the Olfactory Cortex Is Enabled by Disinhibition of Pyramidal Neuron Apical Dendrites. Journal of Neuroscience, 42(34):6484-6486.

Hu, Yuhuang; Liu, Shih-Chii (2022). Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks. In: 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 21 August 2022 - 25 August 2022, IEEE.

McReynolds, Brian; Graca, Rui; Delbruck, Tobi (2022). Experimental methods to predict dynamic vision sensor event camera performance. Optical Engineering, 61(07):074103.

Renner, Alpha; Sandamirskaya, Yulia; Sommer, Friedrich T; Frady, E Paxon (2022). Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic Delays. In: ICONS 2022: International Conference on Neuromorphic Systems 2022, Knoxville, TN, USA, 27 July 2022 - 29 July 2022, ACM Digital library.

Moro, Filippo; Hardy, Emmanuel; Fain, Bruno; Dalgaty, Thomas; Clémençon, Paul; De Prà, Alessio; Esmanhotto, Eduardo; Castellani, Niccolò; Blard, François; Gardien, François; Mesquida, Thomas; Rummens, François; Esseni, David; Casas, Jérôme; Indiveri, Giacomo; Payvand, Melika; Vianello, Elisa (2022). Neuromorphic object localization using resistive memories and ultrasonic transducers. Nature Communications, 13(1):3506.

Lindmar, Johanna Hedlund; Gao, Chang; Liu, Shih-Chii (2022). Intrinsic sparse LSTM using structured targeted dropout for efficient hardware inference. In: AICAS 2022, Incheon, Korea, 13 June 2022 - 15 June 2022.

Bohnstingl, Thomas; Surina, Anja; Fabre, Maxime; Demirag, Yigit; Frenkel, Charlotte; Payvand, Melika; Indiveri, Giacomo; Pantazi, Angeliki (2022). Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. In: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea, Republic of, 13 June 2022 - 15 June 2022, IEEE.

Chen, Qinyu; Sun, Congyi; Lu, Zhonghai; Gao, Chang (2022). Enabling Energy-Efficient Inference for Self-Attention Mechanisms in Neural Networks. In: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea, Republic of, 13 June 2022 - 15 June 2022, IEEE.

Christensen, Dennis V; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J; Keene, Scott T; Salleo, Alberto; Grollier, Julie; Marković, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; et al (2022). 2022 roadmap on neuromorphic computing and engineering. Neuromorphic Computing and Engineering, 2(2):022501.

Narayanan, Shyam; Covi, Erika; Havel, Viktor; Frenkel, Charlotte; Lancaster, Suzanne; Duong, Quang; Slesazeck, Stefan; Mikolajick, Thomas; Payvand, Melika; Indiveri, Giacomo (2022). A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 27 May 2022 - 1 June 2022. Institute of Electrical and Electronics Engineers, 717-721.

Moro, Filippo; Esmanhotto, E; Hirtzlin, T; Castellani, N; Trabelsi, A; Dalgaty, T; Molas, G; Andrieu, F; Brivio, S; Spiga, S; Indiveri, G; Payvand, M; Vianello, E (2022). Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 27 May 2022 - 1 June 2022, IEEE.

Cartiglia, Matteo; Rubino, Arianna; Narayanan, Shyam; Frenkel, Charlotte; Haessig, Germain; Indiveri, Giacomo; Payvand, Melika (2022). Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, 27 May 2022 - 1 June 2022.

Wang, Shu; Hu, Yuhuang; Liu, Shih-Chii (2022). T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 23 May 2022 - 27 May 2022.

Kiselev, Ilya; Gao, Chang; Liu, Shih-Chii (2022). Spiking Cochlea With System-Level Local Automatic Gain Control. IEEE Transactions on Circuits and Systems. Part 1: Regular Papers, 69(5):2156-2166.

Marks, Markus; Jin, Qiuhan; Sturman, Oliver; von Ziegler, Lukas; Kollmorgen, Sepp; von der Behrens, Wolfger; Mante, Valerio; Bohacek, Johannes; Yanik, Mehmet Fatih (2022). Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments. Nature Machine Intelligence, 4(4):331-340.

John, Rohit Abraham; Demirağ, Yiğit; Shynkarenko, Yevhen; Berezovska, Yuliia; Ohannessian, Natacha; Payvand, Melika; Zeng, Peng; Bodnarchuk, Maryna I; Krumeich, Frank; Kara, Gökhan; Shorubalko, Ivan; Nair, Manu V; Cooke, Graham A; Lippert, Thomas; Indiveri, Giacomo; Kovalenko, Maksym V (2022). Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing. Nature Communications, 13(1):2074.

Bartolozzi, Chiara; Indiveri, Giacomo; Donati, Elisa (2022). Embodied neuromorphic intelligence. Nature Communications, 13(1):1024.

Kim, Kwantae; Gao, Chang; Graca, Rui; Kiselev, Ilya; Yoo, Hoi-Jun; Delbruck, Tobi; Liu, Shih-Chii (2022). A 23μW Solar-Powered Keyword-Spotting ASIC with Ring-Oscillator-Based Time-Domain Feature Extraction. In: 2022 IEEE International Solid- State Circuits Conference (ISSCC), San Francisco, CA, USA, 20 February 2022 - 26 February 2022, Institute of Electrical and Electronics Engineers.

Frenkel, Charlotte; Indiveri, Giacomo (2022). ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales. In: 2022 IEEE International Solid- State Circuits Conference (ISSCC), San Francisco, CA, USA, 20 February 2022 - 26 February 2022, Institute of Electrical and Electronics Engineers.

Johnsson, Robin D; Connelly, Farley; Vyssotski, Alexei L; Roth, Timothy C; Lesku, John A (2022). Homeostatic regulation of NREM sleep, but not REM sleep, in Australian magpies. Sleep, 45(2):zsab218.

Rueckauer, Bodo; Liu, Shih-Chii (2022). Contraction of Dynamically Masked Deep Neural Networks for Efficient Video Processing. IEEE Transactions on Circuits and Systems for Video Technology, 32(2):621-633.

Margarit-Taule, Josep Maria; Martín-Ezquerra, Miquel; Escude-Pujol, Roger; Jimenez-Jorquera, Cecilia; Liu, Shih-Chii (2022). Cross-compensation of FET sensor drift and matrix effects in the industrial continuous monitoring of ion concentrations. Sensors and Actuators B: Chemical, 353:131123.

Kim, Kwantae; Kim, Sangyeob; Yoo, Hoi-Jun (2022). Design of Sub-10-μW Sub-0.1% THD Sinusoidal Current Generator IC for Bio-Impedance Sensing. IEEE Journal of Solid State Circuits, 57(2):586-595.

Jarzebowski, Przemyslaw; Hay, Y Audrey; Grewe, Benjamin F; Paulsen, Ole (2022). Different encoding of reward location in dorsal and intermediate hippocampus. Current Biology, 32(4):834-841.e5.

Mirshojaeian Hosseini, Mohammad Javad; Donati, Elisa; Indiveri, Giacomo; Nawrocki, Robert A (2022). Organic Log-Domain Integrator Synapse. Advanced electronic materials, 8(2):2100724.

Aceituno, Pau Vilimelis (2022). Eigenvalues of Random Signed Graphs with Cycles: A Graph-Centered View of the Method of Moments with Practical Applications. In: Benito, Rosa Maria; Cherifi, Chantal; Cherifi, Hocine; Moro, Esteban; Rocha, Luis M; Sales-Pardo, Marta. COMPLEX NETWORKS 2021: Complex Networks & Their Applications X. Cham: Springer, 390-400.

Gao, Chang; Delbruck, Tobi; Liu, Shih-Chii (2022). Spartus: A 9.4 TOp/s FPGA-Based LSTM Accelerator Exploiting Spatio-Temporal Sparsity. IEEE Transactions on Neural Networks and Learning Systems:1-15.

Burelo, Karla; Ramantani, Georgia; Indiveri, Giacomo; Sarnthein, Johannes (2022). A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG. Scientific Reports, 12:1798.

Pagan, Marino; Tang, Vincent D; Aoi, Mikio C; Pillow, Jonathan W; Mante, Valerio; Sussillo, David; Brody, Carlos D (2022). A new theoretical framework jointly explains behavioral and neural variability across subjects performing flexible decision-making. bioRxiv 518207, Cold Spring Harbor Laboratory.

Frick, Thomas; Antognini, Diego; Rigotti, Mattia; Giurgiu, Ioana; Grewe, Benjamin; Malossi, Cristiano (2022). Active Learning for Imbalanced Civil Infrastructure Data. In: Computer Vision – ECCV 2022 Workshops, Tel Aviv, Israel, 23 October 2022 - 27 October 2022.

Ott, Joachim; Liu, Shih-Chii (2022). Biologically-Inspired Continual Learning of Human Motion Sequences. ArXiv.org 2211.05231, Cornell University.

Gao, Chang. Energy-Efficient Recurrent Neural Network Accelerators for Real-Time Inference. 2022, University of Zurich, Faculty of Science.

Nava, Elvis; Zhang, John Z; Michelis, Mike Y; Du, Tao; Ma, Pingchuan; Grewe, Benjamin F; Matusik, Wojciech; Katzschmann, Robert K (2022). Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models. ArXiv.org 2204.12584, Cornell University.

Hadorn, Jerome; Wang, Zuowen; Rueckauer, Bodo; Chen, Xing; Roelfsema, Pieter R; Liu, Shih-Chii (2022). Fast temporal decoding from large-scale neural recordings in monkey visual cortex. In: SVRHM 2022 Workshop @ NeurIPS, New Orleans, Louisiana, USA, 2 December 2022.

Rychen, Jörg; Semoroz, Julie; Eckerle, Alexander; Hahnloser, Richard HR; Kleinberger, Rébecca (2022). Full-duplex acoustic interaction system for cognitive experiments with cetaceans. bioRxiv 493738, Cold Spring Harbor Laboratory.

Zai, Anja T; Stepien, Anna E; Cavé-Lopez, Sophie; Giret, Nicolas; Hahnloser, Richard H R (2022). Goal-directed vocal planning in a songbird. bioRxiv 509747, Cold Spring Harbor Laboratory.

Keurti, Hamza; Pan, Hsiao-Ru; Besserve, Michel; Grewe, Benjamin F; Schölkopf, Bernhard (2022). Homomorphism Autoencoder —- Learning Group Structured Representations from Interactions. In: UAI 2022 Workshop on Causal Representation Learning, Eindhoven, Netherlands, 5 August 2022.

Toutounji, H; Zai, A; Tchernichovski, O; Hahnloser, R H R; Lipkind, D (2022). Learning the action inventory of a complex skill via an intrinsic reward. bioRxiv 509691, Cold Spring Harbor Laboratory.

Nava, Elvis; Kobayashi, Seijin; Yin, Yifei; Katzschmann, Robert K; Grewe, Benjamin F (2022). Meta-Learning via Classifier(-free) Guidance. In: Sixth Workshop on Meta-Learning at the Conference on Neural Information Processing Systems, New Orleans, USA, 2 December 2022.

Meulemans, Alexander; Farinha, Matilde Tristany; Cervera, Maria R; Sacramento, João; Grewe, Benjamin F (2022). Minimizing Control for Credit Assignment with Strong Feedback. In: 2022 International Conference on Machine Learning, Baltimore, Maryland USA, 17 July 2022 - 23 July 2022. MLResearch Press, 15458-15483.

Rüttimann, L; Rychen, J; Tomka, T; Hörster, Heiko; Rocha, M D; Hahnloser, R H R (2022). Multimodal system for recording individual-level behaviors in songbird groups. bioRxiv 509166, Cold Spring Harbor Laboratory.

Renner, Alpha; Supic, Lazar; Danielescu, Andreea; Indiveri, Giacomo; Olshausen, Bruno A.; Sandamirskaya, Yulia; Sommer, Friedrich T.; Frady, E. Paxon (2022). Neuromorphic Visual Scene Understanding with Resonator Networks. ArXiv.org 2208.12880, Cornell University.

Renner, Alpha; Indiveri, Giacomo; Supic, Lazar; Danielescu, Andreea; Olshausen, Bruno; Sommer, Friedrich T; Sandamirskaya, Yulia; Frady, Edward Paxon (2022). Neuromorphic Visual Scene Understanding with Resonator Networks (in brief). In: NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations (NeurREps 2022), New Orleans, LA, USA, 3 December 2022, s.n..

Krause, Renate Barbara; Cook, Matthew; Kollmorgen, Sepp; Mante, Valerio; Indiveri, Giacomo (2022). Operative dimensions in unconstrained connectivity of recurrent neural networks. In: Advances in Neural Information Processing Systems, New Orleans, Louisiana, USA, 28 November 2022 - 9 December 2022, s.n..

Wang, Zuowen; Wang, Shu; Lafaye, Céline; Saubade, Mathieu; Gremeaux, Vincent; Liu, Shih-Chii (2022). Person identification using deep neural networks on physiological biomarkers during exercise. In: BioCAS 2022, Taipei, Taiwan / Hybrid, 13 October 2022 - 15 October 2022. Institute of Electrical and Electronics Engineers, 193-197.

Bouhadjar, Younes; Moruzzi, Caterina; Payvand, Melika (2022). Prediction: An Algorithmic Principle Meeting Neuroscience and Machine Learning Halfway. In: 3rd Human-Like Computing Workshop (HLC 2022) co-located with the 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022), Berkshire, UK, 28 September 2022 - 30 September 2022. CEUR-WS, 46-52.

Calangiu, Ioana; Kollmorgen, Sepp; Reppas, John; Mante, Valerio (2022). Primate pre-arcuate cortex actively maintains persistent representations of saccades from plans to outcomes. bioRxiv 509463, Cold Spring Harbor Laboratory.

Lafaye, Céline; Rovira, Meritxell; Demuru, Silvia; Wang, Shu; Kim, Jaemin; Kunnel, Brince Paul; Besson, Cyril; Fernandez-Sanchez, Cesar; Serra-Graells, Francisco; Margarit-Taulé, Josep Maria; Aymerich, Joan; Cuenca, Javier; Kiselev, Ilya; Gremeaux, Vincent; Saubade, Mathieu; Jimenez-Jorquera, Cecilia; Briand, Danick; Liu, Shih-Chii (2022). Real-time smart multisensing wearable platform for monitoring sweat biomarkers during exercise. In: BioCAS 2022, Taipei, Taiwan / Hybrid, 13 October 2022 - 15 October 2022. Institute of Electrical and Electronics Engineers, 173-177.

Meulemans, Alexander; Zucchet, Nicholas; Kobayashi, Seijin; von Oswald, Johannes; Sacramento, João (2022). The least-control principle for learning at equilibrium. ArXiv.org 2207.01332, Cornell University.

2021

LeBow, Nicholas; Rueckauer, Bodo; Sun, Pengfei; Rovira, Meritxell; Jiménez-Jorquera, Cecilia; Liu, Shih-Chii; Margarit-Taulé, Josep Maria (2021). Real-Time Edge Neuromorphic Tasting From Chemical Microsensor Arrays. Frontiers in Neuroscience, 15:771480.

Bektaş, Kenan; Thrash, Tyler; van Raai, Mark A; Künzler, Patrik; Hahnloser, Richard (2021). The systematic evaluation of an embodied control interface for virtual reality. PLoS ONE, 16(12):e0259977.

Jürgensen, Anna-Maria; Khalili, Afshin; Chicca, Elisabetta; Indiveri, Giacomo; Nawrot, Martin Paul (2021). A neuromorphic model of olfactory processing and sparse coding in the Drosophila larva brain. Neuromorphic Computing and Engineering, 1(2):024008.

Vanattou-Saïfoudine, Natacha; Han, Chao; Krause, Renate; Vasilaki, Eleni; von der Behrens, Wolfger; Indiveri, Giacomo (2021). A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware. Scientific Reports, 11(1):17904.

Rychen, Jörg; Rodrigues, Diana I; Tomka, Tomas; Rüttimann, Linus; Yamahachi, Homare; Hahnloser, Richard H R (2021). A system for controlling vocal communication networks. Scientific Reports, 11(1):11099.

Conners, Melinda G; Michelot, Théo; Heywood, Eleanor I; Orben, Rachael A; Phillips, Richard A; Vyssotski, Alexei L; Shaffer, Scott A; Thorne, Lesley H (2021). Hidden Markov models identify major movement modes in accelerometer and magnetometer data from four albatross species. Movement Ecology, 9:7.

Krause, Renate; van Bavel, Joanne J A; Wu, Chenxi; Vos, Marc A; Nogaret, Alain; Indiveri, Giacomo (2021). Robust neuromorphic coupled oscillators for adaptive pacemakers. Scientific Reports, 11(1):18073.

Büchel, Julian; Zendrikov, Dmitrii; Solinas, Sergio; Indiveri, Giacomo; Muir, Dylan R (2021). Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors. Scientific Reports, 11(1):23376.

Ioanas, Horea-Ioan; Marks, Markus; Zerbi, Valerio; Yanik, Mehmet Fatih; Rudin, Markus (2021). An optimized registration workflow and standard geometric space for small animal brain imaging. NeuroImage, 241:118386.

Schug, Simon; Benzing, Frederik; Steger, Angelika (2021). Presynaptic stochasticity improves energy efficiency and helps alleviate the stability-plasticity dilemma. eLife, 10:e69884.

Harding, Edward C; Ba, Wei; Zahir, Reesha; Yu, Xiao; Yustos, Raquel; Hsieh, Bryan; Lignos, Leda; Vyssotski, Alexei L; Merkle, Florian T; Constandinou, Timothy G; Franks, Nicholas P; Wisden, William (2021). Nitric Oxide Synthase Neurons in the Preoptic Hypothalamus Are NREM and REM Sleep-Active and Lower Body Temperature. Frontiers in Neuroscience, 15:709825.

Donati, Elisa; Indiveri, Giacomo (2021). Silicon neuron with programmable ion channel kinematics for bioelectronic applications. In: 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Berlin, 7 October 2021 - 9 October 2021, IEEE.

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Wang, Hao; Mohamed, Hasan; Wang, Zuowen; Rueckauer, Bodo; Liu, Shih-Chii (2021). LiteEdge: Lightweight Semantic Edge Detection Network. In: 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal, 11 October 2021 - 17 October 2021, IEEE.

Yu, Xiao; Ba, Wei; Zhao, Guangchao; Ma, Ying; Harding, Edward C; Yin, Lu; Wang, Dan; Li, Huiming; Zhang, Peng; Shi, Youran; Yustos, Raquel; Vyssotski, Alexei L; Dong, Hailong; Franks, Nicholas P; Wisden, William (2021). Dysfunction of ventral tegmental area GABA neurons causes mania-like behavior. Molecular Psychiatry, 26(9):5213-5228.

Indiveri, Giacomo (2021). Introducing 'Neuromorphic Computing and Engineering'. Neuromorphic Computing and Engineering, 1(1):010401.

Zhou, Xinyi; Wu, Bifeng; Liu, Wenhao; Xiao, Qian; He, Wei; Zhou, Ying; Wei, Pengfei; Zhang, Xu; Liu, Yue; Wang, Jie; He, Jufang; Zhang, Zhigang; Li, Weidong; Wang, Liping; Tu, Jie (2021). Reduced Firing of Nucleus Accumbens Parvalbumin Interneurons Impairs Risk Avoidance in DISC1 Transgenic Mice. Neuroscience Bulletin, 37(9):1325-1338.

Frenkel, Charlotte (2021). Sparsity provides a competitive advantage. Nature Machine Intelligence, 3(9):742-743.

Aimar, Alessandro. Energy-Efficient Convolutional Neural Network Accelerators for Edge Intelligence. 2021, University of Zurich, Faculty of Science.

Rueckauer, Bodo; Liu, Shih-Chii (2021). Temporal Pattern Coding in Deep Spiking Neural Networks. In: 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18 July 2021 - 22 July 2021, IJCNN.

Gombkoto, Peter; Gielow, Matthew; Varsanyi, Peter; Chavez, Candice; Zaborszky, Laszlo (2021). Contribution of the basal forebrain to corticocortical network interactions. Brain Structure & Function, 226(6):1803-1821.

Bol, David; Schramme, Maxime; Moreau, Ludovic; Xu, Pengcheng; Dekimpe, Remi; Saeidi, Roghayeh; Haine, Thomas; Frenkel, Charlotte; Flandre, Denis (2021). SleepRunner: A 28-nm FDSOI ULP Cortex-M0 MCU With ULL SRAM and UFBR PVT Compensation for 2.6–3.6-μW/DMIPS 40–80-MHz Active Mode and 131-nW/kB Fully Retentive Deep-Sleep Mode. IEEE Journal of Solid State Circuits, 56(7):2256-2269.

Bengel, Christopher; Cüppers, Felix; Payvand, Melika; Dittmann, Regina; Waser, Rainer; Hoffmann-Eifert, Susanne; Menzel, Stephan (2021). Utilizing the Switching Stochasticity of HfO2/TiOx-Based ReRAM Devices and the Concept of Multiple Device Synapses for the Classification of Overlapping and Noisy Patterns. Frontiers in Neuroscience, 15:661856.

Dennler, Nik; Haessig, Germain; Cartiglia, Matteo; Indiveri, Giacomo (2021). Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks. In: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS), Washington DC, 6 June 2021 - 9 June 2021, IEEE.

Delbruck, Tobi; Graca, Rui; Paluch, Marcin (2021). Feedback control of event cameras. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, 19 June 2021 - 25 June 2021, IEEE.

Hu, Yuhuang; Liu, Shih-Chii; Delbruck, Tobi (2021). v2e: From Video Frames to Realistic DVS Events. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, 19 June 2021 - 25 June 2021, IEEE.

Sharifshazileh, Mohammadali; Burelo, Karla; Sarnthein, Johannes; Indiveri, Giacomo (2021). An electronic neuromorphic system for real-time detection of high frequency oscillations (HFO) in intracranial EEG. Nature Communications, 12(1):3095-3109.

Covi, Erika; Donati, Elisa; Liang, Xiangpeng; Kappel, David; Heidari, Hadi; Payvand, Melika; Wang, Wei (2021). Adaptive Extreme Edge Computing for Wearable Devices. Frontiers in Neuroscience, 15:611300.

Donati, Elisa; Krause, Renate; Indiveri, Giacomo (2021). Neuromorphic Pattern Generation Circuits for Bioelectronic Medicine. In: 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER), Italy, 4 May 2021 - 6 May 2021, IEEE.

Kiselev, Ilya; Liu, Shih-Chii (2021). Event-Driven Local Gain Control on a Spiking Cochlea Sensor. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22 May 2021 - 28 May 2021, IEEE.

Buchel, Julian; Kakon, Jonathan; Perez, Michel; Indiveri, Giacomo (2021). Implementing Efficient Balanced Networks with Mixed-Signal Spike-Based Learning Circuits. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22 May 2021 - 28 May 2021, IEEE.

Risi, Nicoletta; Calabrese, Enrico; Indiveri, Giacomo (2021). Instantaneous Stereo Depth Estimation of Real-World Stimuli with a Neuromorphic Stereo-Vision Setup. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22 May 2021 - 28 May 2021, IEEE.

Demirag, Yigit; Moro, Filippo; Dalgaty, Thomas; Navarro, Gabriele; Frenkel, Charlotte; Indiveri, Giacomo; Vianello, Elisa; Payvand, Melika (2021). PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22 May 2021 - 28 May 2021, IEEE.

Cheni, Qinyu; Rueckauer, Bodo; Li, Li; Delbruck, Tobi; Liu, Shih-Chii (2021). Reducing Latency in a Converted Spiking Video Segmentation Network. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, 22 May 2021 - 28 May 2021, IEEE.

Narula, G; Hahnloser, R H R (2021). Songbirds are excellent auditory discriminators, irrespective of age and experience. Animal Behaviour, 175:123-135.

Payvand, Melika; Donati, Elisa; Indiveri, Giacomo (2021). NEUROTECH - A European Community of Experts on Neuromorphic Technologies. ERCIM News, 125:39-40.

Mirshojaeian Hosseini, Mohammad Javad; Donati, Elisa; Yokota, Tomoyuki; Lee, Sunghoon; Indiveri, Giacomo; Someya, Takao; Nawrocki, Robert A (2021). Organic electronics Axon-Hillock neuromorphic circuit: towards biologically compatible, and physically flexible, integrate-and-fire spiking neural networks. Journal of Physics D: Applied Physics, 54(10):104004.

van Hasselt, Sjoerd J; Hut, Roelof A; Allocca, Giancarlo; Vyssotski, Alexei L; Piersma, Theunis; Rattenborg, Niels C; Meerlo, Peter (2021). Cloud cover amplifies the sleep-suppressing effect of artificial light at night in geese. Environmental Pollution, 273:116444.

Frenkel, Charlotte; Lefebvre, Martin; Bol, David (2021). Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural Networks. Frontiers in Neuroscience, 15:629892.

Piñero-Fuentes, Enrique; Canas-Moreno, Salvador; Rios-Navarro, Antonio; Delbruck, Tobi; Linares-Barranco, Alejandro (2021). Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing. In: Rojas, Ignacio; Joya, Gonzalo; Català, Andreu. IWANN 2021: Advances in Computational Intelligence. Cham: Springer, 57-68.

Zucchet, Nicolas; Schug, Simon; von Oswald, Johannes; Zhao, Dominic; Sacramento, João (2021). A contrastive rule for meta-learning. ArXiv.org 2104.01677, Cornell University.

Henning, Christian Andreas; D'Angelo, Francesco; Grewe, Benjamin F (2021). Are Bayesian neural networks intrinsically good at out-of-distribution detection? ArXiv.org 2107.12248, Cornell University.

Frenkel, Charlotte Philippine; Bol, David; Indiveri, Giacomo (2021). Bottom-Up and Top-Down Neural Processing Systems Design: Neuromorphic Intelligence as the Convergence of Natural and Artificial Intelligence. ArXiv.org 2106.01288, Cornell University.

Lindner, David; Matoba, Kyle; Meulemans, Alexander (2021). Challenges for Using Impact Regularizers to Avoid Negative Side Effects. In: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, Virtual, 8 February 2021, IDIAP.

Reimann, Stefan (2021). Computing with Cognitive States. ArXiv.org 2111.06969, Cornell University.

Ehret, Benjamin; Henning, Christian; Cervera, Maria R; Meulemans, A; von Oswald, Johannes; Grewe, Benjamin F (2021). Continual Learning in Recurrent Neural Networks. ArXiv.org 2006.12109, Cornell University.

Meulemans, A; Tristany Farinha, M; García Ordóñez, J; Vilimelis Aceituno, P; Sacramento, J; Grewe, Benjamin F (2021). Credit Assignment in Neural Networks through Deep Feedback Control. In: 35th Conference on Neural Information Processing Systems (NeurIPS), Virtual, 6 December 2021 - 14 December 2021, NeurIPS.

Schoenfeld, Gwendolin; Kollmorgen, Sepp; Lewis, Christopher; Bethge, Philipp; Reuss, Anna Maria; Aguzzi, Adriano; Mante, Valerio; Helmchen, Fritjof (2021). Dendritic integration of sensory and reward information facilitates learning. bioRxiv 2021.12.28, Cold Spring Harbor Laboratory.

Chen, Xi; Gao, Chang; Delbruck, Tobi; Liu, Shih-Chii (2021). EILE: Efficient Incremental Learning on the Edge. In: Artificial Intelligence Circuits and Systems (AICAS) 2021, Washington DC, 6 June 2021 - 9 June 2021, IEEE.

Schmidt, Dominik; English, Gwendolyn; Gent, Thomas C; Yanik, Mehmet Fatih; von der Behrens, Wolfger (2021). Electrocorticography based monitoring of anaesthetic depth in mice. bioRxiv 2021.07.12, Cold Spring Harbor Laboratory.

Vitale, Antonio; Renner, Alpha; Nauer, Celine; Scaramuzza, Davide; Sandamirskaya, Yulia (2021). Event-driven Vision and Control for UAVs on a Neuromorphic Chip. In: 2021 IEEE International Conference on Robotics and Automation (ICRA), Xi'an, China, 30 June 2021 - 5 July 2021. IEEE, 103-109.

Jordan, Jakob; Sacramento, João; Wybo, Willem; Petrovici, Mihai; Senn, Walter (2021). Learning Bayes-optimal dendritic opinion pooling. ArXiv.org 2104.13238, Cornell University.

von Oswald, Johannes; Zhao, Dominic; Kobayashi, Seijin; Schug, Simon; Caccia, Massimo; Zucchet, Nicholas; Sacramento, João (2021). Learning where to learn: Gradient sparsity in meta and continual learning. In: NeurIPS 2021, Virtual, 6 December 2021 - 14 December 2021, NeurIPS Proceedings.

Gu, Nianlong; Gao, Yingqiang; Hahnloser, Richard H R (2021). Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking. ArXiv.org 2112.01206, Cornell University.

Payvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo (2021). MEMSORN: Self-organization of an inhomogeneous memristive hardware for sequence learning. Research Square 955484/v1, University of Zurich.

Gu, Nianlong; Ash, Elliott; Hahnloser, Richard H R (2021). MemSum: Extractive Summarization of Long Documents using Multi-step Episodic Markov Decision Processes. ArXiv.org 2107.08929, Cornell University.

Demirag, Yigit; Özbay, Ekmel; Leblebici, Yusuf (2021). Modeling Electrical Resistance Drift with Ultrafast Saturation of OTS Selectors. ArXiv.org 2102.07264, Cornell University.

Han, Chao; English, Gwendolyn; Saal, Hannes P; Indiveri, Giacomo; Gilra, Aditya; von der Behrens, Wolfger; Vasilaki, Eleni (2021). Modelling novelty detection in the thalamocortical loop. bioRxiv 467674, Cold Spring Harbor Laboratory.

von Oswald, Johannes; Kobayashi, Seijin; Meulemans, Alexander; Henning, Christian Andreas; Grewe, Benjamin F; Sacramento, João (2021). Neural networks with late-phase weights. In: International Conference on Learning Representations (ICLR 2021), Virtual, 3 May 2021 - 7 May 2021, ICLR 2021 Conference homepage.

Harding, Edward C; Ba, Wei; Zahir, Reesha; Yu, Xiao; Yustos, Raquel; Hsieh, Bryan; Lignos, Leda; Vyssotski, Alexei L; Constandinou, Timothy; Franks, Nicholas P; Wisden, William (2021). Nitric oxide synthase neurons in the preoptic hypothalamus are sleep-active and contribute to regulating NREM and REM sleep and lowering body temperature. bioRxiv 444161, Cold Spring Harbor Laboratory.

D'Angelo, Francesco; Henning, Christian (2021). On out-of-distribution detection with Bayesian neural networks. ArXiv.org 2110.06020, Cornell University.

Kobayashi, Seijin; von Oswald, Johannes; Grewe, Benjamin F (2021). On the reversed bias-variance tradeoff in deep ensembles. In: ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, Virtual, 23 July 2021, ICML.

Demirag, Yigit; Frenkel, Charlotte; Payvand, Melika; Indiveri, Giacomo (2021). Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses. ArXiv.org 2108.01804, Cornell University.

Henning, Christian; Cervera, Maria; D'Angelo, Francesco; von Oswald, Johannes; Traber, Regina; Ehret, Benjamin; Kobayashi, Seijin; Grewe, Benjamin F; Sacramento, João (2021). Posterior Meta-Replay for Continual Learning. In: NeurIPS 2021, Virtual, 6 December 2021 - 14 December 2021, NeurIPS.

Gao, Chao; Delbruck, Tobi; Liu, Shih-Chii (2021). Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity. ArXiv.org 2108.02297, Cornell University.

Renner, Alpha; Sheldon, Forrest; Zlotnik, Anatoly; Tao, Louis; Sornborger, Andrew (2021). The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware. ArXiv.org 2106.07030, Cornell University.

Ozdas, Mehmet; Gronskaya, Elena; von der Behrens, Wolfger; Indiveri, Giacomo (2021). Towards on-chip real-time classification of extra-cellular neural recordings. bioRxiv 452831, Cold Spring Harbor Laboratory.

Cervera, Maria R; Dätwyler, Rafael; D'Angelo, Francesco; Keurti, Hamza; Grewe, Benjamin F; Henning, Christian Andreas (2021). Uncertainty estimation under model misspecification in neural network regression. In: NeurIPS 2021 Workshop Your Model Is Wrong: Robustness and Misspecification in Probabilistic Modeling, Virtual, 6 December 2021 - 14 December 2021, arXiv.org.

2020

Meulemans, A; Carzaniga, F; Suykens, J; Sacramento, J; Grewe, B F (2020). A Theoretical Framework for Target Propagation. In: 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada / Virtual Conference, 6 December 2020 - 12 December 2020, NeurIPS.

Estermann, Benjamin; Marks, Markus; Yanik, Mehmet Fatih (2020). Robust Disentanglement of a Few Factors at a Time. In: NeurIPS 2020, Virtual Conference, 6 December 2020 - 12 December 2020, Cornell University.

Zhao, Dominic; Kobayashi, Seijin; Sacramento, João; von Oswald, Johannes (2020). Meta-Learning via Hypernetworks. In: 4th Workshop on Meta-Learning at NeurIPS 2020 (MetaLearn 2020), Virtual Conference, 11 December 2020, IEEE.

Park, David S; Shekhar, Akshay; Santucci, John; Redel-Traub, Gabriel; Solinas, Sergio; Mintz, Shana; Lin, Xianming; Chang, Ernest Whanwook; Narke, Deven; Xia, Yuhe; Goldfarb, Mitchell; Fishman, Glenn I (2020). Ionic Mechanisms of Impulse Propagation Failure in the FHF2-Deficient Heart. Circulation Research, 127(12):1536-1548.

Ceolini, Enea; Hjortkjær, Jens; Wong, Daniel D E; O’Sullivan, James; Raghavan, Vinay S; Herrero, Jose; Mehta, Ashesh D; Liu, Shih-Chii; Mesgarani, Nima (2020). Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception. NeuroImage, 223:117282.

Zhao, Jingyue; Risi, Nicoletta; Monforte, Marco; Bartolozzi, Chiara; Indiveri, Giacomo; Donati, Elisa (2020). Closed-Loop Spiking Control on a Neuromorphic Processor Implemented on the iCub. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(4):546-556.

Asgari, Hajar; Maybodi, Babak Mazloom-Nezhad; Kreiser, Raphaela; Sandamirskaya, Yulia (2020). Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(4):498-511.

Ma, Yongqiang; Chen, Badong; Ren, Pengju; Zheng, Nanning; Indiveri, Giacomo; Donati, Elisa (2020). EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(4):578-587.

Kanders, Karlis; Lee, Hyungsub; Hong, Nari; Nam, Yoonkey; Stoop, Ruedi (2020). Fingerprints of a second order critical line in developing neural networks. Communications Physics, 3(1):13.

Azghadi, Mostafa Rahimi; Lammie, Corey; Eshraghian, Jason K; Payvand, Melika; Donati, Elisa; Linares-Barranco, Bernabe; Indiveri, Giacomo (2020). Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Transactions on Biomedical Circuits and Systems, 14(6):1138-1159.

Weinberger, Adam B; Gallagher, Natalie M; Warren, Zachary J; English, Gwendolyn A; Moghaddam, Fathali M; Green, Adam E (2020). Implicit pattern learning predicts individual differences in belief in God in the United States and Afghanistan. Nature Communications, 11:4503.

Serb, Alexantrou; Corna, Andrea; George, Richard; Khiat, Ali; Rocchi, Federico; Reato, Marco; Maschietto, Marta; Mayr, Christian; Indiveri, Giacomo; Vassanelli, Stefano; Prodromakis, Themistoklis (2020). Memristive synapses connect brain and silicon spiking neurons. Scientific Reports, 10:2590.

Ozdas, Mehmet S; Shah, Aagam S; Johnson, Paul M; Patel, Nisheet; Marks, Markus; Yasar, Tansel Baran; Stalder, Urs; Bigler, Laurent; von der Behrens, Wolfger; Sirsi, Shashank R; Yanik, Mehmet Fatih (2020). Non-invasive molecularly-specific millimeter-resolution manipulation of brain circuits by ultrasound-mediated aggregation and uncaging of drug carriers. Nature Communications, 11:4929.

Payvand, Melika; Fouda, Mohammed E; Kurdahi, Fadi; Eltawil, Ahmed M; Neftci, Emre O (2020). On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(4):522-535.

Zai, Anja T; Cavé-Lopez, Sophie; Rolland, Manon; Giret, Nicolas; Hahnloser, Richard H R (2020). Sensory substitution reveals a manipulation bias. Nature Communications, 11:5940.

Lungu, Iulia Alexandra; Aimar, Alessandro; Hu, Yuhuang; Delbruck, Tobi; Liu, Shih-Chii (2020). Siamese Networks for Few-Shot Learning on Edge Embedded Devices. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(4):488-497.

Monte, Amanda; Cerwenka, Alexander F; Ruthensteiner, Bernhard; Gahr, Manfred; Düring, Daniel N (2020). The hummingbird syrinx morphome: a detailed three-dimensional description of the black jacobin’s vocal organ. BMC Zoology, 5:7.

Connelly, Farley; Johnsson, Robin D; Aulsebrook, Anne E; Mulder, Raoul A; Hall, Michelle L; Vyssotski, Alexei L; Lesku, John A (2020). Urban noise restricts, fragments, and lightens sleep in Australian magpies. Environmental Pollution, 267:115484.

Kriesell, Hannah Joy; Le Bohec, Céline; Cerwenka, Alexander F; Hertel, Moritz; Robin, Jean-Patrice; Ruthensteiner, Bernhard; Gahr, Manfred; Aubin, Thierry; Düring, Daniel Normen (2020). Vocal tract anatomy of king penguins: morphological traits of two-voiced sound production. Frontiers in Zoology, 17(1):5.

van Hasselt, Sjoerd J; Mekenkamp, Gert-Jan; Komdeur, Jan; Allocca, Giancarlo; Vyssotski, Alexei L; Piersma, Theunis; Rattenborg, Niels C; Meerlo, Peter (2020). Seasonal variation in sleep homeostasis in migratory geese: a rebound of NREM sleep following sleep deprivation in summer but not in winter. Sleep:zsaa244.

Rubino, Arianna; Livanelioglu, Can; Qiao, Ning; Payvand, Melika; Indiveri, Giacomo (2020). Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence. IEEE Transactions on Circuits and Systems. Part 1: Regular Papers, 68(1):45-56.

Risi, Nicoletta; Aimar, Alessandro; Donati, Elisa; Solinas, Sergio; Indiveri, Giacomo (2020). A Spike-Based Neuromorphic Architecture of Stereo Vision. Frontiers in Neurorobotics, 14:568283.

Düring, Daniel N; Dittrich, Falk; Rocha, Mariana D; Tachibana, Ryosuke O; Mori, Chihiro; Okanoya, Kazuo; Boehringer, Roman; Ehret, Benjamin; Grewe, Benjamin F; Gerber, Stefan; Ma, Shouwen; Rauch, Melanie; Paterna, Jean-Charles; Kasper, Robert; Gahr, Manfred; Hahnloser, Richard H R (2020). Fast Retrograde Access to Projection Neuron Circuits Underlying Vocal Learning in Songbirds. Cell Reports, 33(6):108364.

Carradori, Dario; Chen, Hsintsung; Werner, Beat; Shah, Aagam S; Leonardi, Chiara; Usuelli, Mattia; Mezzenga, Raffaele; Platt, Frances; Leroux, Jean‐Christophe (2020). Investigating the Mechanism of Cyclodextrins in the Treatment of Niemann‐Pick Disease Type C Using Crosslinked 2‐Hydroxypropyl‐β‐cyclodextrin. Small, 16(46):2004735.

Asgari, Hajar; Maybodi, Babak Mazloom-Nezhad; Payvand, Melika; Azghadi, Mostafa Rahimi (2020). Low-Energy and Fast Spiking Neural Network For Context-Dependent Learning on FPGA. IEEE Transactions on Circuits and Systems. Part 2: Express Briefs, 67(11):2697-2701.

Stagsted, R K; Vitale, A; Renner, A; Larsen, L B; Christensen, A L; Sandamirskaya, Yulia (2020). Event-based PID controller fully realized in neuromorphic hardware: a one DoF study. In: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV, USA, 25 October 2020 - 29 October 2020, IEEE.

Payvand, Melika; Demirag, Yigit; Dalgaty, Thomas; Vianello, Elisa; Indiveri, Giacomo (2020). Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning. In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 10 October 2020 - 21 October 2020, IEEE.

Baruzzi, Valentina; Indiveri, Giacomo; Sabatini, Silvio (2020). Emergence of Gabor-like Receptive Fields in a Recurrent Network of Mixed-Signal Silicon Neurons. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2020, Seville, Spain, 10 October 2020 - 21 October 2020, Institute of Electrical and Electronics Engineers.

Baumgartner, Sandro; Renner, Alpha; Kreiser, Raphaela; Liang, Dongchen; Indiveri, Giacomo; Sandamirskaya, Yulia (2020). Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach. In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 10 October 2020 - 21 October 2020, IEEE.

Sturman, Oliver; von Ziegler, Lukas; Schläppi, Christa; Akyol, Furkan; Privitera, Mattia; Slominski, Daria; Grimm, Christina; Thieren, Laetitia; Zerbi, Valerio; Grewe, Benjamin; Bohacek, Johannes (2020). Deep learning-based behavioral analysis reaches human accuracy and is capable of outperforming commercial solutions. Neuropsychopharmacology, 45(11):1942-1952.

Hu, Yuhuang; Binas, Jonathan; Neil, Daniel; Liu, Shih-Chii; Delbruck, Tobi (2020). DDD20 End-to-End Event Camera Driving Dataset: Fusing Frames and Events with Deep Learning for Improved Steering Prediction. In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Rhodes, 20 September 2020 - 23 September 2020, IEEE.

Zhao, Jingyue; Donati, Elisa; Indiveri, Giacomo (2020). Neuromorphic Implementation of Spiking Relational Neural Network for Motor Control. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 4 September 2020. IEEE, 89-93.

Asgari Gandomani, Hajar; Mazloom-Nezhad Maybodi, Babak; Raphaela, Kreiser; Sandamirskaya, Yulia (2020). A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Cartiglia, Matteo; Haessig, Germain; Indiveri, Giacomo (2020). An error-propagation spiking neural network compatible with neuromorphic processors. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Gao, Chang; Rios-Navarro, Antonio; Chen, Xi; Delbruck, Tobi; Liu, Shih-Chii (2020). EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Payvand, Melika; Fouda, Mohammed E; Kurdahi, Fadi; Eltawil, Ahmed; Neftci, Emre O (2020). Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Renner, Alpha; Evanusa, Matthew; Orchard, Garrick; Sandamirskaya, Yulia (2020). Event-Based Attention and Tracking on Neuromorphic Hardware. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Wang, Shu; Hu, Yuhuang; Burgues, Javier; Marco, Santiago; Liu, Shih-Chii (2020). Prediction of Gas Concentration Using Gated Recurrent Neural Networks. In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Genova, Italy, 31 August 2020 - 2 September 2020, IEEE.

Padovani, Laura; Tesoriero, Chiara; Vyssotski, Alexei; Bentivoglio, Marina; Chiamulera, Cristiano (2020). Hippocampal gamma oscillations by sucrose instrumental memory retrieval in rats across sleep/wake cycle. Neuroscience Letters, 736:135255.

Aceituno, Pau Vilimelis; Yan, Gang; Liu, Yang-Yu (2020). Tailoring Echo State Networks for Optimal Learning. iScience, 23(9):101440.

Aulsebrook, Anne E; Connelly, Farley; Johnsson, Robin D; Jones, Therésa M; Mulder, Raoul A; Hall, Michelle L; Vyssotski, Alexei L; Lesku, John A (2020). White and Amber Light at Night Disrupt Sleep Physiology in Birds. Current Biology, 30(18):3657-3663.e5.

Gao, Chang; Gehlhar, Rachel; Ames, Aaron D; Liu, Shih-Chii; Delbruck, Tobi (2020). Recurrent Neural Network Control of a Hybrid Dynamical Transfemoral Prosthesis with EdgeDRNN Accelerator. In: 2020 IEEE International Conference on Robotics and Automation (ICRA), Paris, France, 31 May 2020 - 31 August 2020, IEEE.

Yamahachi, Homare; Zai, Anja T; Tachibana, Ryosuke O; Stepien, Anna E; Rodrigues, Diana I; Cavé-Lopez, Sophie; Lorenz, Corinna; Arneodo, Ezequiel M; Giret, Nicolas; Hahnloser, Richard H R (2020). Undirected singing rate as a non-invasive tool for welfare monitoring in isolated male zebra finches. PLoS ONE, 15(8):e0236333.

Ceolini, Enea; Frenkel, Charlotte; Shrestha, Sumit Bam; Taverni, Gemma; Khacef, Lyes; Payvand, Melika; Donati, Elisa (2020). Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing. Frontiers in Neuroscience, 14:637.

Stagsted, Rasmus; Vitale, Antonio; Binz, Jonas; Renner, Alpha; Bonde Larsen, Leon; Sandamirskaya, Yulia (2020). Towards neuromorphic control: A spiking neural network based PID controller for UAV. In: Robotics: Science and Systems 2020, Virtual Conference, 12 July 2020 - 16 July 2020, RSS.

Gökçe, Onur; Prada, Jonathan; Nikolov, Nikola I; Gu, Nianlong; Hahnloser, Richard H R (2020). Embedding-based Scientific Literature Discovery in a Text Editor Application. In: The 58th annual meeting of the Association for Computational Linguistics (ACL), Virtual Conference, 5 July 2020 - 10 July 2020, Association for Computational Linguistics.

Gao, Yingqiang; Nikolov, Nikola I; Hu, Yuhuang; Hahnloser, Richard HR (2020). Character-Level Translation with Self-attention. In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Online, 1 July 2020, Association for Computational Linguistics.

Sorbaro, Martino; Liu, Qian; Bortone, Massimo; Sheik, Sadique (2020). Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications. Frontiers in Neuroscience, 14:662.

Rule, Michael E; Sorbaro, Martino; Hennig, Matthias H (2020). Optimal Encoding in Stochastic Latent-Variable Models. Entropy, 22(7):714.

Kreiser, Raphaela; Renner, Alpha; Leite, Vanessa R C; Serhan, Baris; Bartolozzi, Chiara; Glover, Arren; Sandamirskaya, Yulia (2020). An On-chip Spiking Neural Network for Estimation of the Head Pose of the iCub Robot. Frontiers in Neuroscience, 14:551.

van Hasselt, Sjoerd J; Rusche, Maria; Vyssotski, Alexei L; Verhulst, Simon; Rattenborg, Niels C; Meerlo, Peter (2020). The European starling (Sturnus vulgaris) shows signs of NREM sleep homeostasis but has very little REM sleep and no REM sleep homeostasis. Sleep, 43(6):zsz311.

Haessig, Germain; Milde, Moritz B; Aceituno, Pau Vilimelis; Oubari, Omar; Knight, James C; van Schaik, André; Benosman, Ryad B; Indiveri, Giacomo (2020). Event-Based Computation for Touch Localization Based on Precise Spike Timing. Frontiers in Neuroscience, 14:420.

Nikolov, Nikola I; Hahnloser, Richard H R (2020). Abstractive Document Summarization without Parallel Data. In: LREC 2020, Marseille, France, 11 May 2020 - 16 May 2020, European Language Resources Association.

von Oswald, Johannes; Henning, Christian; Grewe, Benjamin F; Sacramento, João (2020). Continual learning with hypernetworks. In: ICLR 2020, Virtual Conference, 26 April 2020 - 1 May 2020, ICLR.

Asgari, Hajar; Maybodi, Babak Mazloom‐Nezhad; Sandamirskaya, Yulia (2020). Digital multiplier‐less implementation of high‐precision SDSP and synaptic strength‐based STDP. International Journal of Circuit Theory and Applications, 48(5):724-738.

Held, Jenny; Lorimer, Tom; Pomati, Francesco; Stoop, Ruedi; Albert, Carlo (2020). Second-order phase transition in phytoplankton trait dynamics. Chaos (Woodbury, N.Y.), 30(5):053109.

van Hasselt, Sjoerd J; Rusche, Maria; Vyssotski, Alexei L; Verhulst, Simon; Rattenborg, Niels C; Meerlo, Peter (2020). Sleep Time in the European Starling Is Strongly Affected by Night Length and Moon Phase. Current Biology, 30(9):1664-1671.e2.

Chicca, E; Indiveri, G (2020). A recipe for creating ideal hybrid memristive-CMOS neuromorphic processing systems. Applied Physics Letters, 116(12):120501.

Baruzzi, Valentina; Indiveri, Giacomo; Sabatini, Silvio (2020). Compact Early Vision Signal Analyzers in Neuromorphic Technology. In: 15th International Conference on Computer Vision Theory and Applications, Valletta, Malta, 27 February 2020 - 29 February 2020, SciTePress.

Testa, Simone; Indiveri, Giacomo; Sabatini, Silvio (2020). Dynamic Detectors of Oriented Spatial Contrast from Isotropic Fixational Eye Movements. In: 15th International Conference on Computer Vision Theory and Applications, Valletta, Malta, 27 February 2020 - 29 February 2020, SciTePress.

Ahn, Jungryul; Rueckauer, Bodo; Yoo, Yongseok; Goo, Yong Sook (2020). New Features of Receptive Fields in Mouse Retina through Spike-triggered Covariance. Experimental Neurobiology, 29(1):38-49.

Ioanas, Horea-Ioan; Marks, Markus; Garin, Clément M; Dhenain, Marc; Yanik, Mehmet Fatih; Rudin, Markus (2020). An Automated Open-Source Workflow for Standards-Compliant Integration of Small Animal Magnetic Resonance Imaging Data. Frontiers in Neuroinformatics, 14:5.

Kollmorgen, Sepp; Hahnloser, Richard H R; Mante, Valerio (2020). Nearest neighbours reveal fast and slow components of motor learning. Nature, 577(7791):526-530.

Magno, Michele; Vultier, Fabien; Szebedy, Bence; Yamahachi, Homare; Hahnloser, Richard H R; Benini, Luca (2020). A Bluetooth-Low-Energy Sensor Node for Acoustic Monitoring of Small Birds. IEEE Sensors Journal, 20(1):425-433.

Soldado-Magraner, Saray; Brandalise, Federico; Honnuraiah, Suraj; Pfeiffer, Michael; Moulinier, Marie; Gerber, Urs; Douglas, Rodney (2020). Conditioning by subthreshold synaptic input changes the intrinsic firing pattern of CA3 hippocampal neurons. Journal of Neurophysiology, 123(1):90-106.

Ceolini, Enea; Kiselev, Ilya; Liu, Shih-Chii (2020). Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1428-1439.

Balaji, Adarsha; Catthoor, Francky; Das, Anup; Wu, Yuefeng; Huynh, Khanh; Dell'Anna, Francesco G; Indiveri, Giacomo; Krichmar, Jeffrey L; Dutt, Nikil D; Schaafsma, Siebren (2020). Mapping Spiking Neural Networks to Neuromorphic Hardware. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 28(1):76-86.

Huber, Adrian E G; Anumula, Jithendar; Liu, Shih-Chii (2020). Optimal Sampling of Parametric Families: Implications for Machine Learning. Neural Computation, 32(1):261-279.

Indiveri, Giacomo; Linares-Barranco, Bernabé; Payvand, Melika (2020). System-level integration in neuromorphic co-processors. In: Spiga, Sabina; Sebastian, Abu; Querlioz, Damien; Rajendran, Bipin. Memristive Devices for Brain-Inspired Computing. Cambridge: Elsevier, 479-497.

Covi, E; Donati, Elisa; Heidari, Hadi; Kappel, David; Liang, Xiangpeng; Payvand, Melika; Wang, Wei (2020). Adaptive Extreme Edge Computing for Wearable Devices. ArXiv.org 2012.14937, Cornell University.

Taverni, Gemma. Applications of Silicon Retinas: from Neuroscience to Computer Vision. 2020, University of Zurich, Faculty of Science.

Brand, Johannes; Piccirelli, Marco; Hepp-Reymond, Marie-Claude; Eng, Kynan; Michels, Lars (2020). Brain Activation During Visually Guided Finger Movements. Frontiers in Human Neuroscience, 14:309.

Rückauer, Bodo. Event-Based Vision Processing in Deep Neural Networks. 2020, University of Zurich, Faculty of Science.

Renner, Alpha; Sheldon, Forrest; Zlotnik, Anatoly; Tao, Louis; Sornborger, Andrew (2020). Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware. In: NICE '20: Neuro-inspired Computational Elements Workshop, Heidelberg Germany, 2020, ACM.

Hu, Yuhuang; Delbruck, Tobi; Liu, Shih-Chii (2020). Learning to Exploit Multiple Vision Modalities by Using Grafted Networks. In: Vedaldi, Andrea; Bischof, Horst; Brox, Thomas; Frahm, Jan-Michael. Computer Vision – ECCV 2020. Cham: Springer, 85-101.

Marks, Markus; Qiuhan, Jin; Sturman, Oliver; von Ziegler, Lukas; Kollmorgen, Sepp; von der Behrens, Wolfger; Mante, Valerio; Bohacek, Johannes; Yanik, Mehmet Fatih (2020). SIPEC: the deep-learning Swiss knife for behavioral data analysis. bioRxiv 355115, Cold Spring Harbor Laboratory.

2019

Lou, Y; Ceolini, E; Han, C; Liu, S-C; Mesgarani, N (2019). FaSNet: Low-latency adaptive beamforming for multi-microphone audio processing. In: 2019 IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop, Sentosa, Singapore, 14 December 2019 - 18 December 2019, arXiv.

Huang, Congcong; La Barbera, Selina; Small, Cephas (2019). Building brain-inspired computing. Nature Communications, 10:4838.

Ghannad-Rezaie, Mostafa; Eimon, Peter M; Wu, Yuelong; Yanik, Mehmet Fatih (2019). Engineering brain activity patterns by neuromodulator polytherapy for treatment of disorders. Nature Communications, 10:2620.

Lungu, Iulia Alexandra; Liu, Shih-Chii; Delbruck, Tobi (2019). Incremental Learning of Hand Symbols Using Event-Based Cameras. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 9(4):690-696.

Chang, Robert Chen-Hao; Lee, Gwo Giun Chris; Delbruck, Tobi; Valle, Maurizio (2019). Introduction to the Special Issue on the 1st IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019). IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 9(4):595-597.

Liang, Dongchen; Kreiser, Raphaela; Nielsen, Carsten; Qiao, Ning; Sandamirskaya, Yulia; Indiveri, Giacomo (2019). Neural State Machines for Robust Learning and Control of Neuromorphic Agents. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 9(4):679-689.

Abu-Hassan, Kamal; Taylor, Joseph D; Morris, Paul G; Donati, Elisa; Bortolotto, Zuner A; Indiveri, Giacomo; Paton, Julian F R; Nogaret, Alain (2019). Optimal solid state neurons. Nature Communications, 10:5309.

Bauer, Felix Christian; Muir, Dylan Richard; Indiveri, Giacomo (2019). Real-Time Ultra-Low Power ECG Anomaly Detection Using an Event-Driven Neuromorphic Processor. IEEE Transactions on Biomedical Circuits and Systems, 13(6):1575-1582.

Sharifshazileh, Mohammadali; Burelo, Karla; Fedele, Tommaso; Sarnthein, Johannes; Indiveri, Giacomo (2019). A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG. In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genoa, Italy, 27 November 2019 - 29 November 2019, IEEE.

Sharifshazileh, Mohammadali; Burelo, Karla; Fedele, Tommaso; Sarnthein, Johannes; Indiveri, Giacomo (2019). A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG. In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genoa, Italy, 27 November 2019 - 29 November 2019. IEEE, 69-72.

Rubino, Arianna; Payvand, Melika; Indiveri, Giacomo (2019). Ultra-Low Power Silicon Neuron Circuit for Extreme-Edge Neuromorphic Intelligence. In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genoa, Italy, 27 November 2019 - 29 November 2019, IEEE.

Tekülve, Jan; Fois, Adrien; Sandamirskaya, Yulia; Schöner, Gregor (2019). Autonomous Sequence Generation for a Neural Dynamic Robot: Scene Perception, Serial Order, and Object-Oriented Movement. Frontiers in Neurorobotics, 13:0.

Lecoq, Jérôme; Orlova, Natalia; Grewe, Benjamin F (2019). Wide. Fast. Deep: Recent Advances in Multiphoton Microscopy of In Vivo Neuronal Activity. Journal of Neuroscience, 39(46):9042-9052.

Richards, Blake A; Lillicrap, Timothy P; Beaudoin, Philippe; Bengio, Yoshua; Bogacz, Rafal; Christensen, Amelia; Clopath, Claudia; Costa, Rui Ponte; de Berker, Archy; Ganguli, Surya; Gillon, Colleen J; Hafner, Danijar; Kepecs, Adam; Kriegeskorte, Nikolaus; Latham, Peter; Lindsay, Grace W; Miller, Kenneth D; Naud, Richard; Pack, Christopher C; Poirazi, Panayiota; Roelfsema, Pieter; Sacramento, João; Saxe, Andrew; Scellier, Benjamin; Schapiro, Anna C; Senn, Walter; Wayne, Greg; Yamins, Daniel; Zenke, Friedemann; Zylberberg, Joel; et al (2019). A deep learning framework for neuroscience. Nature Neuroscience, 22(11):1761-1770.

Liu, Shih-Chii; Rueckauer, Bodo; Ceolini, Enea; Huber, Adrian; Delbruck, Tobi (2019). Event-Driven Sensing for Efficient Perception: Vision and Audition Algorithms. Institute of Electrical and Electronics Engineers Signal Processing Magazine, 36(6):29-37.

Indiveri, Giacomo; Sandamirskaya, Yulia (2019). The Importance of Space and Time for Signal Processing in Neuromorphic Agents: The Challenge of Developing Low-Power, Autonomous Agents That Interact With the Environment. Institute of Electrical and Electronics Engineers Signal Processing Magazine, 36(6):16-28.

Ceolini, Enea; Kiselev, Ilya; Liu, Shih-Chii (2019). Audio classification systems using deep neural networks and an event-driven auditory sensor. In: 2019 IEEE SENSORS, Montreal, QC, Canada, 27 October 2019 - 30 October 2019, Institute of Electrical and Electronics Engineers.

Ceolini, Enea; Taverni, Gemma; Khacef, Lyes; Payvand, Melika; Donati, Elisa (2019). Sensor fusion using EMG and vision for hand gesture classification in mobile applications. In: 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, 17 October 2019 - 19 October 2019, IEEE.

Ceolini, Enea; Liu, Shih-Chii (2019). Combining Deep Neural Networks and Beamforming for Real-Time Multi-Channel Speech Enhancement using a Wireless Acoustic Sensor Network. In: 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), Pittsburgh, 13 October 2019 - 16 October 2019, IEEE.

Donati, Elisa; Payvand, Melika; Risi, Nicoletta; Krause, Renate; Indiveri, Giacomo (2019). Discrimination of EMG signals using a neuromorphic implementation of a spiking neural network. IEEE Transactions on Biomedical Circuits and Systems, 13(5):793-801.

Gökçe, Onur; Castonguay, Samuel; Temiz, Yuksel; Gervais, Thomas; Delamarche, Emmanuel (2019). Self-coalescing flows in microfluidics for pulse-shaped delivery of reagents. Nature, 574(7777):228-232.

Ganji, Mehran; Paulk, Angelique C; Yang, Jimmy C; Vahidi, Nasim W; Lee, Sang Heon; Liu, Ren; Hossain, Lorraine; Arneodo, Ezequiel M; Thunemann, Martin; Shigyo, Michiko; Tanaka, Atsunori; Ryu, Sang Baek; Lee, Seung Woo; Tchoe, Youngbin; Marsala, Martin; Devor, Anna; Cleary, Daniel R; Martin, Joel R; Oh, Hongseok; Gilja, Vikash; Gentner, Timothy Q; Fried, Shelley I; Halgren, Eric; Cash, Sydney S; Dayeh, Shadi A (2019). Selective Formation of Porous Pt Nanorods for Highly Electrochemically Efficient Neural Electrode Interfaces. Nano letters, 19(9):6244-6254.

Nikolov, Nikola I; Hahnloser, Richard H R (2019). Large-Scale Hierarchical Alignment for Data-driven Text Rewriting. In: RANLP 2019 : Recent Advances in Natural Language Processing, Varna, Bulgaria, 31 August 2019 - 6 September 2019, RANLP.

Rueckauer, Bodo; Liu, Shih-Chii (2019). Linear Approximation of Deep Neural Networks for Efficient Inference on Video Data. In: 2019 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain, 2 September 2019 - 6 September 2019, IEEE.

Nikolov, Nikola I; Calmanovici, Alessandro; Hahnloser, Richard H R (2019). Summary Refinement through Denoising. In: International Conference on Recent Advances in Natural Language Processing (RANLP 2019), Varna, Bulgaria, 31 August 2019 - 6 September 2019, RANLP.

Kanders, Karlis; Stoop, Norbert; Stoop, Ruedi (2019). Universality in the firing of minicolumnar-type neural networks. Chaos (Woodbury, N.Y.), 29(9):093109.

Risi, Nicoletta; Aimar, Alessandro; Donati, Elisa; Solinas, Sergio; Indiveri, Giacomo (2019). A spike-based neuromorphic stereo architecture for active vision. In: Robust Artificial Intelligence for Neurorobotics, Edinburgh, 26 August 2019 - 28 August 2019, Frontiers.

Kreiser, Raphaela; Renner, Alpha; Sandamirskaya, Yulia (2019). Error-driven learning for self-calibration in a neuromorphic path integration system. In: Robust Artificial Intelligence for Neurorobotics (RAI-NR), Edinburgh, UK, 26 August 2019 - 28 August 2019, University of Edinburgh.

Koppe, Georgia; Toutounji, Hazem; Kirsch, Peter; Lis, Stefanie; Durstewitz, Daniel (2019). Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. PLoS Computational Biology, 15(8):e1007263.

Dalgaty, Thomas; Payvand, Melika; Moro, Filippo; Ly, Denys R B; Pebay-Peyroula, Florian; Casas, Jerome; Indiveri, Giacomo; Vianello, Elisa (2019). Hybrid neuromorphic circuits exploiting non-conventional properties of RRAM for massively parallel local plasticity mechanisms. APL Materials, 7(8):081125.

Gleeson, Padraig; Cantarelli, Matteo; Marin, Boris; Quintana, Adrian; Earnshaw, Matt; Sadeh, Sadra; Piasini, Eugenio; Birgiolas, Justas; Cannon, Robert C; Cayco-Gajic, N Alex; Crook, Sharon; Davison, Andrew P; Dura-Bernal, Salvador; Ecker, András; Hines, Michael L; Idili, Giovanni; Lanore, Frederic; Larson, Stephen D; Lytton, William W; Majumdar, Amitava; McDougal, Robert A; Sivagnanam, Subhashini; Solinas, Sergio; Stanislovas, Rokas; van Albada, Sacha J; van Geit, Werner; Silver, R Angus (2019). Open Source Brain: A Collaborative Resource for Visualizing, Analyzing, Simulating, and Developing Standardized Models of Neurons and Circuits. Neuron, 103(3):395-411.e5.

Gronskaya, Elena; von der Behrens, Wolfger (2019). Evoked Response Strength in Primary Auditory Cortex Predicts Performance in a Spectro-Spatial Discrimination Task in Rats. Journal of Neuroscience, 39(31):6108-6121.

Braun, Stefan; Neil, Daniel; Anumula, Jithendar; Ceolini, Enea; Liu, Shih-Chii (2019). Attention-driven Multi-sensor Selection. In: 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14 July 2019 - 19 July 2019, Institute of Electrical and Electronics Engineers.

Corradi, Federico; Pande, Sandeep; Stuijt, Jan; Qiao, Ning; Schaafsma, Siebren; Indiveri, Giacomo; Catthoor, Francky (2019). ECG-based Heartbeat Classification in Neuromorphic Hardware. In: 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14 July 2019 - 19 July 2019, IEEE.

Huber, Adrian E G; Liu, Shih-Chii (2019). Filtering of Nonuniformly Sampled Bandlimited Functions. IEEE Signal Processing Letters, 26(7):1036-1040.

Calabrese, Enrico; Taverni, Gemma; Awai Easthope, Christopher; Skriabine, Sophie; Corradi, Federico; Longinotti, Luca; Eng, Kynan; Delbruck, Tobi (2019). DHP19: Dynamic Vision Sensor 3D Human Pose Dataset. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, CA, USA, 16 July 2019 - 17 July 2019, IEEE.

Renner, Alpha; Evanusa, Matthew; Sandamirskaya, Yulia (2019). Event-based attention and tracking on neuromorphic hardware. In: CVPR 2019, Long Beach, CA, USA, 16 June 2019 - 20 June 2019, IEEE.

Liu, Min; Kao, Wei-Tse; Delbruck, Tobi (2019). Live Demonstration: A Real-Time Event-Based Fast Corner Detection Demo Based on FPGA. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, CA, USA, 16 July 2019 - 17 July 2019, IEEE.

Liu, Qian; Richter, Ole; Nielsen, Carsten; Sheik, Sadique; Indiveri, Giacomo; Qiao, Ning (2019). Live Demonstration: Face Recognition on an Ultra-Low Power Event-Driven Convolutional Neural Network ASIC. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, CA, USA, 16 June 2019 - 17 June 2019, CVF.

Li, Chenghan; Longinotti, Luca; Corradi, Federico; Delbruck, Tobi (2019). A 132 by 104 10μm-Pixel 250μW 1kefps Dynamic Vision Sensor with Pixel-Parallel Noise and Spatial Redundancy Suppression. In: 2019 Symposium on VLSI Circuits, Kyoto, Japan, 9 June 2019 - 14 June 2019, IEEE.

De Rita, Nicolo; Aimar, Alessandro; Delbruck, Tobi (2019). CNN-based Object Detection on Low Precision Hardware: Racing Car Case Study. In: 2019 IEEE Intelligent Vehicles Symposium (IV), Paris, 9 June 2019 - 12 June 2019, IEEE.

Romano, Donato; Donati, Elisa; Benelli, Giovanni; Stefanini, Cesare (2019). A review on animal–robot interaction: from bio-hybrid organisms to mixed societies. Biological Cybernetics, 113(3):201-225.

Nair, Manu V; Indiveri, Giacomo (2019). An Ultra-Low Power Sigma-Delta Neuron Circuit. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, IEEE.

Dalgaty, Thomas; Payvand, Melika; De Salvo, Barbara; Casas, Jerome; Lama, Giusy; Nowak, Etienne; Indiveri, Giacomo; Vianello, Elisa (2019). Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, IEEE.

Hu, Yuhuang; Delbruck, Tobi; Liu, Shih-Chii (2019). Incremental Learning Meets Reduced Precision Networks. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, Institute of Electrical and Electronics Engineers.

Li, Xiaoya; Neil, Daniel; Delbruck, Tobi; Liu, Shih-Chii (2019). Lip Reading Deep Network Exploiting Multi-Modal Spiking Visual and Auditory Sensors. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, Institute of Electrical and Electronics Engineers.

Margarit-Taule, Josep Maria; Gimenez-Gomez, Pablo; Escude-Pujol, Roger; Gutierrez-Capitan, Manuel; Jimenez-Jorquera, Cecilia; Liu, Shih-Chii (2019). Live Demonstration: A Portable Microsensor Fusion System with Real-Time Measurement for On-Site Beverage Tasting. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, IEEE.

Gao, Chang; Braun, Stefan; Kiselev, Ilya; Anumula, Jithendar; Delbruck, Tobi; Liu, Shih-Chii (2019). Live Demonstration: Real-Time Spoken Digit Recognition using the DeltaRNN Accelerator. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019. Institute of Electrical and Electronics Engineers, 1.

Gao, Chang; Braun, Stefan; Kiselev, Ilya; Anumula, Jithendar; Delbruck, Tobi; Liu, Shih-Chii (2019). Real-Time Speech Recognition for IoT Purpose using a Delta Recurrent Neural Network Accelerator. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019. Institute of Electrical and Electronics Engineers, 1-5.

Payvand, Melika; Indiveri, Giacomo (2019). Spike-Based Plasticity Circuits for Always-on On-Line Learning in Neuromorphic Systems. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan, 26 May 2019 - 29 May 2019, IEEE.

Glatz, Sebastian; Martel, Julien; Kreiser, Raphaela; Qiao, Ning; Sandamirskaya, Yulia (2019). Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor. In: 2019 International Conference on Robotics and Automation (ICRA), Montreal, QC, Canada, 20 May 2019 - 24 May 2019, ICRA.

Ceolini, Enea; Anumula, Jithendar; Braun, Stefan; Liu, Shih-Chii (2019). Event-driven Pipeline for Low-latency Low-compute Keyword Spotting and Speaker Verification System. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 12 May 2019 - 17 May 2019, IEEE.

Braun, Stefan; Liu, Shih-Chii (2019). Parameter Uncertainty for End-to-end Speech Recognition. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 12 May 2019 - 17 May 2019, IEEE.

Liang, Dongchen; Indiveri, Giacomo (2019). A Neuromorphic Computational Primitive for Robust Context-Dependent Decision Making and Context-Dependent Stochastic Computation. IEEE Transactions on Circuits and Systems. Part 2: Express Briefs, 66(5):843-847.

Solinas, Sergio M G; Edelmann, Elke; Leßmann, Volkmar; Migliore, Michele (2019). A kinetic model for Brain-Derived Neurotrophic Factor mediated spike timing-dependent LTP. PLoS Computational Biology, 15(4):e1006975.

Gründemann, Jan; Bitterman, Yael; Lu, Tingjia; Krabbe, Sabine; Grewe, Benjamin F; Schnitzer, Mark J; Lüthi, Andreas (2019). Amygdala ensembles encode behavioral states. Science, 364(6437):eaav8736.

Mo, Xiaojuan; Ge, Wenjie; Romano, Donato; Donati, Elisa; Benelli, Giovanni; Dario, Paolo; Stefanini, Cesare (2019). Modelling jumping in Locusta migratoria and the influence of substrate roughness. Entomologia Generalis, 38(4):317-332.

Lungu, Iulia Alexandra; Liu, Shih-Chii; Delbruck, Tobi (2019). Fast event-driven incremental learning of hand symbols. In: 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hsinchu, Taiwan, 18 March 2019 - 20 March 2019, IEEE.

Haessig, Germain; Galluppi, Francesco; Lagorce, Xavier; Benosman, Ryad (2019). Neuromorphic networks on the SpiNNaker platform. In: 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hsinchu, Taiwan, 18 March 2019 - 20 March 2019, IEEE.

Liang, Dongchen; Kreiser, Raphaela; Nielsen, Carsten; Qiao, Ning; Sandamirskaya, Yulia; Indiveri, Giacomo (2019). Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents. In: 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hsinchu, Taiwan, 18 March 2019 - 20 March 2019, IEEE.

Hu, Yuhuang; Chen, Hong Ming; Delbruck, Tobi (2019). Slasher: Stadium racer car for event camera end-to-end learning autonomous driving experiments. In: 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hsinchu, Taiwan, 18 March 2019 - 20 March 2019, IEEE.

Cook, Matthew; Neary, Turlough (2019). Average-Case Completeness in Tag Systems. In: 36th International Symposium on Theoretical Aspects of Computer Science (STACS 2019), Berlin, 13 March 2019 - 16 March 2019, DROPS.

Balagurusamy, V S K; Cabral, C; Coomaraswamy, S; Delamarche, E; Dillenberger, D N; Dittmann, G; Friedman, D; Gokce, O; Hinds, N; Jelitto, J; Kind, A; Kumar, A D; Libsch, F; Ligman, J W; Munetoh, S; Narayanaswami, C; Narendra, A; Paidimarri, A; Delgado, M A P; Rayfield, J; Subramanian, C; Vaculin, R (2019). Crypto anchors. IBM Journal of Research and Development, 63(2/3):4:1-4:12.

Templier, Thomas; Hahnloser, Richard H R (2019). Correlative Array Tomography. In: Fleck, Roland A.; Humbel, Bruno M.. Biological Field Emission Scanning Electron Microscopy, I. West Sussex: Wiley Online Library, 461-484.

Rocha, Mariana Diales; Düring, Daniel Normen; Bethge, Philipp; Voigt, Fabian F; Hildebrand, Staffan; Helmchen, Fritjof; Pfeifer, Alexander; Hahnloser, Richard H R; Gahr, Manfred (2019). Tissue Clearing and Light Sheet Microscopy: Imaging the Unsectioned Adult Zebra Finch Brain at Cellular Resolution. Frontiers in Neuroanatomy, 13:13.

Lorimer, Tom; Kanders, Karlis; Stoop, Ruedi (2019). Natural data structure extracted from neighborhood-similarity graphs. Chaos, Solitons & Fractals, 119:326-331.

Payvand, Melika; Nair, Manu V; Müller, Lorenz K; Indiveri, Giacomo (2019). A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: from mitigation to exploitation. Faraday Discussions, 213:487-510.

Düring, Daniel Normen; Rocha, Mariana Diales; Dittrich, Falk; Gahr, Manfred; Hahnloser, Richard H R (2019). Expansion Light Sheet Microscopy Resolves Subcellular Structures in Large Portions of the Songbird Brain. Frontiers in Neuroanatomy, 13:2.

Kamiński, Krzysztof; Cohen, Gregory; Delbruck, Tobi; Żołnowski, Michał; Gędek, Marcin (2019). Observational evaluation of event cameras performance in optical space surveillance. In: 1st NEO and Debris Detection Conference, Darmstadt, 22 January 2019 - 24 January 2019, EESA.

Corder, Gregory; Ahanonu, Biafra; Grewe, Benjamin F; Wang, Dong; Schnitzer, Mark J; Scherrer, Grégory (2019). An amygdalar neural ensemble that encodes the unpleasantness of pain. Science, 363(6424):276-281.

Kanders, Karlis; Stoop, Ruedi (2019). A physics-driven human brain alternative. In: Buscarino, Arturo; Fortuna, Luigi; Stoop, Ruedi. Advances on Nonlinear Dynamics of Electronic Systems. Munich: World Scientific Publishing, 109-115.

Advances on Nonlinear Dynamics of Electronic Systems. Edited by: Buscarino, Arturo; Fortuna, Luigi; Stoop, Ruedi (2019). Munich: World Scientific Publishing.

El Boghdady, Nawal; Gaudrain, Etienne; Başkent, Deniz (2019). Does good perception of vocal characteristics relate to better speech-on-speech intelligibility for cochlear implant users? Journal of the Acoustical Society of America, 145(1):417-439.

Linares-Barranco, Alejandro; Perez-Pena, Fernando; Moeys, Diederik Paul; Gomez-Rodriguez, Francisco; Jimenez-Moreno, Gabriel; Liu, Shih-Chii; Delbruck, Tobi (2019). Low Latency Event-Based Filtering and Feature Extraction for Dynamic Vision Sensors in Real-Time FPGA Applications. IEEE Access, 7:134926-134942.

Salt, Llewyn; Howard, David; Indiveri, Giacomo; Sandamirskaya, Yulia (2019). Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance Targeting Neuromorphic Processors. IEEE Transactions on Neural Networks and Learning Systems:1-14.

Kanders, Karlis; Stoop, Ruedi (2019). Spontaneous otoacoustic emissions from higher order signal coupling. In: Buscarino, Arturo; Fortuna, Luigi; Stoop, Ruedi. Advances on Nonlinear Dynamics of Electronic Systems. Munich: World Scientific Publishing, 103-108.

Ioanas, Horea-Ioan; Marks, Markus; Garin, Clément M; Dhenain, Marc; Yanik, Mehmet Fatih; Rudin, Markus (2019). An Automated Open-Source Workflow for Standards-Compliant Integration of Small Animal Magnetic Resonance Imaging Data. bioRxiv 667980v1, Cold Spring Harbor Laboratory.

Ioanas, Horea-Ioan; Marks, Markus; Yanik, Mehmet Fatih; Rudin, Markus (2019). An Optimized Registration Workflow and Standard Geometric Space for Small Animal Brain Imaging. bioRxiv 619650v2, Cold Spring Harbor Laboratory.

Rückauer, Bodo; Känzig, Nicolas; Liu, Shih-Chii; Delbruck, Tobi; Sandamirskaya, Yulia (2019). Closing the Accuracy Gap in an Event-Based Visual Recognition Task. ArXiv.org 1906.08859, Cornell University.

Nair, Manu V. Design of low-power mixed-signal neurmorphic systems. 2019, University of Zurich, Faculty of Science.

Linares-Barranco, Alejandro; Rios-Navarro, Antonio; Tapiador-Morales, Ricardo; Delbruck, Tobi (2019). Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification. ArXiv.org 1905.07419, Cornell University.

Mitrokhin, Anton; Ye, Chengxi; Fermüller, Cornelia; Aloimonos, Yiannis; Delbruck, Tobi (2019). EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. ArXiv.org 1903.07520, Cornell University.

Gallego, Guillermo; Delbruck, Tobi; Orchard, Garrick; Bartolozzi, Chiara; Taba, Brian; Censi, Andrea; Leutenegger, Stefan; Davison, Andrew P; Conradt, Jörg; Daniilidis, Kostas; Scaramuzza, Davide (2019). Event-based Vision: A Survey. ArXiv.org 1904.08405, Cornell University.

Kollmorgen, Sepp; Hahnloser, Richard; Mante, Valerio (2019). Neighborhood-statistics reveal complex dynamics of song acquisition in the zebra finch. bioRxiv 595512v1, Cold Spring Harbor Laboratory.

Zai, A T; Cavé-Lopez, S; Rolland, M; Giret, N; Hahnloser, R H R (2019). Sensory substitution reveals a manipulation bias. bioRxiv 816835v1, Cold Spring Harbor Laboratory.

Milde, Moritz Benjamin. Spike-based computational primitives for vision-based scene understanding. 2019, University of Zurich, Faculty of Science.

Liang, Dongchen. State-dependent computation in mixed-signal neuromorphic electronic systems. 2019, University of Zurich, Faculty of Science.

Holler-Rickauer, Simone; Köstinger, German; Martin, Kevan A C; Schuhknecht, Gregor F P; Stratford, Ken J (2019). Structure and function of a neocortical synapse. bioRxiv 875971, Cold Spring Harbor Laboratory.

Daliparthi, Vamsi K; Tachibana, Ryosuke O; Cooper, Brenton G; Hahnloser, Richard H R; Kojima, Satoshi; Sober, Samuel J; Roberts, Todd F (2019). Transitioning between preparatory and precisely sequenced neuronal activity in production of a skilled behavior. eLife, 8:e43732.

2018

Henning, Christian; von Oswald, Johannes; Sacramento, Joao; Surace, Simone Carlo; Pfister, Jean-Pascal; Grewe, Benjamin F (2018). Approximating the Predictive Distribution via Adversarially-Trained Hypernetworks. In: Bayesian Deep Learning Workshop, NeurIPS 2018, Montreal, 7 December 2018, Yarin.

Braun, S; Neil, D; Anumula, Jithendar; Ceolini, Enea; Liu, S-C (2018). Multi-channel attention for end-to-end speech recognition. In: Interspeech 2018, Hyderabad, India, 2 September 2018 - 6 September 2018. ISCA, 17-21.

Matheus Gauy, Marcelo; Lengler, Johannes; Einarsson, Hafsteinn; Meier, Florian; Weissenberger, Felix; Yanik, Mehmet Fatih; Steger, Angelika (2018). A Hippocampal Model for Behavioral Time Acquisition and Fast Bidirectional Replay of Spatio-Temporal Memory Sequences. Frontiers in Neuroscience, 12:961.

Kerr, Emmett P; Vance, Philip; Kerr, Dermot; Coleman, Sonya A; Das, Gautam P; McGinnity, Thomas Martin; Moeys, Diederik Paul; Delbruck, Tobi (2018). Biological Goal Seeking. In: 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), Cleveland, OH, USA, 17 October 2018 - 19 October 2018, IEEE.

Donati, Elisa; Payvand, Melika; Risi, Nicoletta; Krause, Renate; Burelo, Karla; Indiveri, Giacomo; Dalgaty, Thomas; Vianello, Elisa (2018). Processing EMG signals using reservoir computing on an event-based neuromorphic system. In: BioCAS 2018, Cleveland OH, USA, 17 October 2018, IEEE.

Kreiser, Raphaela; Renner, Alpha; Sandamirskaya, Yulia; Pienroj, Panin (2018). Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM. In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 1 October 2018 - 5 October 2018, IEEE.

Brivio, S; Conti, D; Nair, M V; Frascaroli, J; Covi, E; Ricciardi, C; Indiveri, G; Spiga, S (2018). Extended memory lifetime in spiking neural networks employing memristive synapses with nonlinear conductance dynamics. Nanotechnology, 30(1):015102.

Buhmann, Julia; Krause, Renate; Lentini, Rodrigo Ceballos; Eckstein, Nils; Cook, Matthew; Turaga, Srinivas; Funke, Jan (2018). Synaptic Partner Prediction from Point Annotations in Insect Brains. In: Frangi, Alejandro F; et al. International Conference on Medical Image Computing and Computer-Assisted Intervention. Heidelberg: Springer, 309-316.

Liu, Min; Delbruck, T (2018). Adaptive Time-Slice Block-Matching Optical Flow Algorithm for Dynamic Vision Sensors. In: British Machine Vision Conference (BMVC) 2018, Newcastle upon Tyne, UK, 3 September 2018 - 6 September 2018, BMVC.

Milde, M B; Bertrand, O J N; Ramachandran, H; Egelhaaf, Martin; Chicca, E (2018). Spiking elementary motion detector in neuromorphic systems. Neural Computation, 30(9):2384-2417.

Donati, Elisa; Perez-Pena, Fernando; Bartolozzi, Chiara; Indiveri, Giacomo; Chicca, Elisabetta (2018). Open-loop neuromorphic controller implemented on vlsi devices. In: BioRob IEEE Conference 2018, University of Twente, 25 August 2018 - 29 August 2018. IEEE, 827-832.

Narula, Gagan; Herbst, Joshua A.; Rychen, Joerg; Hahnloser, Richard H R (2018). Learning auditory discriminations from observation is efficient but less robust than learning from experience. Nature Communications, 9:3218.

Muller, Lorenz K; Martel, Julien N P; Indiveri, Giacomo (2018). Kernelized Synaptic Weight Matrices. In: International Conference on Machine Learning 2018, Stockholm, 10 July 2018 - 15 July 2018. International Conference on Machine Learning, 3651-3660.

Moeys, Diederik Paul; Neil, Daniel; Corradi, Federico; Kerr, Emmett; Vance, Philip; Das, Gautham; Coleman, Sonya A; McGinnity, Thomas M; Kerr, Dermot; Delbruck, Tobi (2018). PRED18: Dataset and Further Experiments with DAVIS Event Camera in Predator-Prey Robot Chasing. In: 4th International Conference on Event-Based Control, Communication and Signal Processing (EBCCSP) 2018, Perpignan, 27 June 2018 - 29 June 2018, arxiv.

Nozaki, Yuji; Delbruck, Tobi (2018). Authors Reply to Comment on Temperature and Parasitic Photocurrent Effects in Dynamic Vision Sensors. IEEE Transactions on Electron Devices, 65(7):3083.

Duenas, Julio; Sulzer, James; Stämpfli, Philipp; Hepp-Reymond, Marie-Claude; Kollias, Spyros; Seifritz, Erich; Gassert, Roger (2018). BOLD signal in sensorimotor regions reveals differential encoding of passive forefinger velocity and displacement amplitude. NeuroImage, 173:332-340.

El Boghdady, Nawal; Başkent, Deniz; Gaudrain, Etienne (2018). Effect of frequency mismatch and band partitioning on vocal tract length perception in vocoder simulations of cochlear implant processing. The Journal of the Acoustical Society of America (JASA), 143(6):3505-3519.

Figueras, Roger; Margarit, Josep Maria; Vergara, German; Villamayor, Victor; Gutierrez-Alvarez, Raul; Fernandez-Montojo, Carlos; Teres, Lluis; Serra-Graells, Francisco (2018). A 128× 128-pix 4-kfps 14-bit Digital-Pixel PbSe-CMOS Uncooled MWIR Imager. In: ISCAS 2018, Florence, 27 May 2018 - 30 May 2018, IEEE.

Kreiser, Raphaela; Cartiglia, Matteo; Martel, Julien N P; Conradt, Jorg; Sandamirskaya, Yulia (2018). A Neuromorphic Approach to Path Integration: A Head-Direction Spiking Neural Network with Vision-driven Reset. In: ISCAS 2018, Florence, Italy, 27 May 2018 - 30 May 2018. Institute of Electrical and Electronics Engineers, 1-5.

Martel, Julien N P; Muller, Jonathan; Conradt, Jorg; Sandamirskaya, Yulia (2018). An Active Approach to Solving the Stereo Matching Problem using Event-Based Sensors. In: ISCAS 2018, Florence, Italy, 27 May 2018 - 30 May 2018, IEEE.

Anumula, Jithendar; Ceolini, Enea; He, Zhe; Huber, Adrian; Liu, Shih-Chii (2018). An event-driven probabilistic model of sound source localization using cochlea spikes. In: ISCAS 2018, Florence, 27 May 2018 - 30 May 2018. Institute of Electrical and Electronics Engineers, 1-5.

Rueckauer, Bodo; Liu, Shih-Chii (2018). Conversion of analog to spiking neural networks using sparse temporal coding. In: ISCAS 2018, Florence, 27 May 2018 - 30 May 2018. Institute of Electrical and Electronics Engineers, 1-5.

Donati, Elisa; Hassan, Kamal Abu; Nogaret, Alain; Indiveri, Giacomo (2018). Deriving optimal silicon neuron circuit specifications using Data Assimilation. In: ISCAS 2018, Florence, Italy, 27 May 2018 - 30 May 2018. Institute of Electrical and Electronics Engineers, 1-5.

Payvand, Melika; Muller, Lorenz K; Indiveri, Giacomo (2018). Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures. In: ISCAS 2018, Florence, 27 May 2018 - 30 May 2018. IEEE, 1-5.

Taverni, Gemma; Moeys, Diederik Paul; Li, Chenghan; Delbruck, Tobi; Cavaco, Celso; Motsnyi, Vasyl; Bello, David San Segundo (2018). Live Demonstration: Front and Back Illuminated Dynamic and Active Pixel Vision Sensor Comparison. In: ISCAS 2018, Florence, 27 May 2018 - 30 May 2018, IEEE.

Vögel, Hans-Jörg; Troncy, Raphaël; Huet, Benoit; Önen, Melek; Ksentini, Adlen; Conradt, Jörg; et al; Süß, Christian; Eng, Kynan; Müller, Susanne; Schuller, Björn (2018). Emotion-awareness for intelligent vehicle assistants: A research agenda. In: 1st International Workshop on Software Engineering for AI in Autonomous Systems, Gothenburg, Sweden, 28 May 2018, ACM Digital Library.

Qiao, Ning; Indiveri, Giacomo (2018). A clock-less ultra-low power bit-serial LVDS link for Address-Event multi-chip systems. In: 24th IEEE International Symposium on Asynchronous Circuits and Systems (ASYNC 2018), Vienna, 13 May 2018 - 15 May 2018, IEEE.

Nikolov, Nikola I; Pfeiffer, Michael; Hahnloser, Richard H R (2018). Data-driven Summarization of Scientific Articles. In: 7th International Workshop on Mining Scientific Publications, LREC 2018, Miyazaki, 7 May 2018, arxiv.

Azimi, Sayyed M; Sheridan, Steven D; Ghannad-Rezaie, Mostafa; Eimon, Peter M; Yanik, Mehmet Fatih (2018). Combinatorial programming of human neuronal progenitors using magnetically-guided stoichiometric mRNA delivery. eLife, 7:e31922.

Rutishauser, Ueli; Slotine, Jean-Jacques; Douglas, Rodney J. (2018). Solving constraint-satisfaction problems with distributed neocortical-like neuronal networks. Neural Computation, 30(5):1359-1393.

Huber, Adrian E G; Liu, Shih-Chii (2018). On approximation of bandlimited functions with compressed sensing. In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, 15 April 2018 - 20 April 2018, IEEE.

Balerna, Myriam; Ghosh, Arko (2018). The details of past actions on a smartphone touchscreen are reflected by intrinsic sensorimotor dynamics. npj Digital Medicine, 1:4.

Gao, Chang; Neil, Daniel; Ceolini, Enea; Liu, Shih-Chii; Delbruck, Tobi (2018). DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator. In: 26th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA' 18), Monterey, 25 February 2018 - 27 February 2018. ACM Digital Library, 21-30.

Moeys, Diederik Paul; Corradi, Federico; Li, Chenghan; Bamford, Simeon A; Longinotti, Luca; Voigt, Fabian F; Berry, Stewart; Taverni, Gemma; Helmchen, Fritjof; Delbruck, Tobi (2018). A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications. IEEE Transactions on Biomedical Circuits and Systems, 12(1):123-136.

Eimon, Peter M.; Ghannad-Rezaie, Mostafa; De Rienzo, Gianluca; Allalou, Amin; Wu, Yuelong; Gao, Mu; Roy, Ambrish; Skolnick, Jeffrey; Yanik, Mehmet Fatih (2018). Brain activity patterns in high-throughput electrophysiology screen predict both drug efficacies and side effects. Nature Communications, 9(1):219.

Pfister, Sabina; Hauri, Andreas; Zubler, Frederic; Michel, Gabriela; Kennedy, Henry; DeHay, Colette; Douglas, Rodney (2018). A Gene Regulatory Model of Cortical Neurogenesis. bioRxiv 394734, Cold Spring Harbor Laboratory.

Acharya, Jyotibdha; Patil, Aakash; Li, Xiaoya; Chen, Yi; Liu, Shih-Chii; Basu, Arindam (2018). A comparison of low-complexity real-time feature extraction for neuromorphic speech recognition. Frontiers in Neuroscience, 12:160.

Wong, Daniel D E; Fuglsang, Søren A; Hjortkjær, Jens; Ceolini, Enea; Slaney, Malcolm; de Cheveigné, Alain (2018). A comparison of regularization methods in forward and backward models for auditory attention decoding. Frontiers in Neuroscience, 12:531.

Pfister, Jean-Pascal; Ghosh, Arko (2018). A multi-scale priority model for smartphone actions. ArXiv.org 1612.03196, Cornell University.

Linares-Barranco, Alejandro; Liu, Hongjie; Rios-Navarro, Antonio; Gomez-Rodriguez, Francisco; Moeys, Diederik Paul; Delbruck, Tobi (2018). Approaching Retinal Ganglion Cell Modeling and FPGA Implementation for Robotics. Entropy, 20(6):e475.

Nikolov, Nikola I; Hu, Yuhuang; Tan, Mi Xue; Hahnloser, Richard H R (2018). Character-level Chinese-English Translation through ASCII Encoding. ArXiv.org 1805.03330, Cornell University.

Song, Jun Ho; Lucaci, Diana; Calangiu, Ioana; Brown, Matthew T C; Park, Jin Sung; Kim, Jinhyun; Brickley, Stephen G; Chadderton, Paul (2018). Combining mGRASP and Optogenetics Enables High-Resolution Functional Mapping of Descending Cortical Projections. Cell Reports, 24(4):1071-1080.

Parker, Jones G; Marshall, Jesse D; Ahanonu, Biafra; Wu, Yu-Wei; Kim, Tony Hyun; Grewe, Benjamin F; Zhang, Yanping; Li, Jin Zhong; Ding, Jun B; Ehlers, Michael D; Schnitzer, Mark J (2018). Diametric neural ensemble dynamics in parkinsonian and dyskinetic states. Nature, 557:177-182.

Schuster-Amft, Corina; Eng, Kynan; Suica, Zorica; Thaler, Irene; Signer, Sandra; Lehmann, Isabelle; Schmid, Ludwig; McCaskey, Michael A; Hawkins, Miura; Verra, Martin L; Kiper, Daniel (2018). Effect of a four-week virtual reality-based training versus conventional therapy on upper limb motor function after stroke: A multicenter parallel group randomized trial. PLoS ONE, 13(10):e0204455.

Huang, Ziqiang; Khaled, Houda G; Kirschmann, Moritz; Gobes, Sharon M H; Hahnloser, Richard H R (2018). Excitatory and inhibitory synapse reorganization immediately after critical sensory experience in a vocal learner. eLife, 7:e37571.

Anumula, Jithendar; Neil, Daniel; Delbruck, Tobi; Liu, Shih-Chii (2018). Feature representations for neuromorphic audio spike streams. Frontiers in Neuroscience, 12:23.

Taverni, Gemma; Moeys, Diederik Paul; Li, Chenghan; Cavaco, Celso; Motsnyi, Vasyl; San Segundo Bello, David; Delbruck, Tobi (2018). Front and Back Illuminated Dynamic and Active Pixel Vision Sensor Comparison. IEEE Transactions on Circuits and Systems. Part 2: Express Briefs, 65(5):677-681.

James, A Pappachen; Salama, K Nabil; Li, H; Biolek, D; Indiveri, G; Chua, L O (2018). Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence. IEEE Transactions on Emerging Topics in Computational Intelligence, 2(5):320-323.

Chien, Chen-Han; Longinotti, Luca; Steimer, Andreas; Liu, Shih-Chii (2018). Hardware implementation of an event-based message passing graphical model network. IEEE Transactions on Circuits and Systems. Part 1: Regular Papers, 65(9):2739 - 2752.

Egea-Weiss, Alexander; Renner, Alpha; Kleineidam, Christoph J; Szyszka, Paul (2018). High precision of spike timing across olfactory receptor neurons allows rapid odor coding in Drosophila. iScience, 4:76-83.

Nikolov, Nikola I; Hahnloser, Richard H R (2018). Large-scale Hierarchical Alignment for Author Style Transfer. ArXiv.org 1810.08237, Cornell University.

Turan, Mehmet; Almalioglu, Yasin; Ornek, Evin Pinar; Araujo, Helder; Yanik, Mehmet Fatih; Sitti, Metin (2018). Magnetic-visual sensor fusion-based dense 3d reconstruction and localization for endoscopic capsule robots. ArXiv.org 1803.01048, Cornell University.

Kutschireiter, Anna. Nonlinear filtering in neuroscience : theory and application. 2018, University of Zurich, Faculty of Science.

Surace, Simone Carlo; Pfister, Jean-Pascal; Gerstner, Wulfram; Brea, Johanni (2018). On the choice of metric in gradient-based theories of brain function. ArXiv.org 1805.11851, Cornell University.

Kreiser, Raphaela; Aathmani, Dora; Qiao, Ning; Indiveri, Giacomo; Sandamirskaya, Yulia (2018). Organizing Sequential Memory in a Neuromorphic Device Using Dynamic Neural Fields. Frontiers in Neuroscience:12:717.

Kutschireiter, Anna; Pfister, Jean-Pascal (2018). Particle-filtering approaches for nonlinear Bayesian decoding of neuronal spike trains. ArXiv.org 1804.09739, Cornell University.

Gilson, Matthieu; Pfister, Jean-Pascal (2018). Propagation of moments in Hawkes networks. ArXiv.org 1810.09520, Cornell University.

Martel, Julien N P; Muller, Lorenz K; Carey, Stephen J; Muller, Jonathan; Sandamirskaya, Yulia; Dudek, Piotr (2018). Real-time depth from focus on a programmable focal plane processor. IEEE Transactions on Circuits and Systems - Part I: Regular Papers, 65(3):925-934.

Helfenstein, Julian; Jegminat, Jannes; McLaren, Timothy I.; Frossard, Emmanuel (2018). Soil solution phosphorus turnover: derivation, interpretation, and insights from a global compilation of isotope exchange kinetic studies. Biogeosciences, 15:104-114.

Covi, E; George, R; Frascaroli, J; Brivio, S; Mayr, C; Mostafa, H; Indiveri, G; Spiga, S (2018). Spike-driven threshold-based learning with memristive synapses and neuromorphic silicon neurons. Journal of Physics D: Applied Physics, 51(34):344003.

Arneodo, Ezequiel M; Penikis, Kristina B; Rabinowitz, Neil; Licata, Angela; Cichy, Annika; Zhang, Jingji; Bozza, Thomas; Rinberg, Dmitry (2018). Stimulus dependent diversity and stereotypy in the output of an olfactory functional unit. Nature Communications, 9:1347.

George, Richard Miru. Structural plasticity in neuromorphic systems. 2018, University of Zurich, Faculty of Science.

Soldado Magraner, Saray. The relationship between characteristic discharge patterns and embedding circuits in neurons of the hippocampus and neocortex. 2018, University of Zurich, Faculty of Science.

Ancona, Marco; Ceolini, Enea; Öztireli, Cengiz; Gross, Markus (2018). Towards better understanding of gradient-based attribution methods for Deep Neural Networks. 6th International Conference on Learning Representations (ICLR) 1711.06104, Institute of Neuroinformatics.

Koestinger, German; Martin, Kevan A C; Rusch, Elisha S (2018). Translaminar circuits formed by pyramidal cells in the superficial layers of cat visual cortex. Brain Structure & Function, 223(4):1811-1828.

Turan, Mehmet; Ornek, Evin Pinar; Ibrahimli, Nail; Giracoglu, Can; Almalioglu, Yasin; Yanik, Mehmet Fatih; Sitti, Metin (2018). Unsupervised Odometry and Depth Learning for Endoscopic Capsule Robots. ArXiv.org 1803.01047, Cornell University.

2017

Villiger, Michael; Liviero, Jasmin; Awai, Lea; Stoop, Rahel; Pyk, Pawel; Clijsen, Ron; Curt, Armin; Eng, Kynan; Bolliger, Marc (2017). Home-based virtual reality-augmented training improves lower limb muscle strength, balance, and functional mobility following chronic incomplete spinal cord injury. Frontiers in Neurology, 8:635.

Nielsen, Carsten; Qiao, Ning; Indiveri, Giacomo (2017). A compact ultra low-power pulse delay and extension circuit for neuromorphic processors. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017. IEEE, 689-692.

George, Richard; Indiveri, Giacomo; Vassanelli, Stefano (2017). Activity dependent structural plasticity in neuromorphic systems. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017, IEEE.

Taverni, Gemma; Moeys, Diederik Paul; Voigt, Fabian Friedrich; Li, Chenghan; Cavaco, Celso; Motsnyi, Vasyl; Berry, Stewart; Sipila, Pia; Bello, David San Segundo; Helmchen, Fritjof; Delbruck, Tobi (2017). In-vivo imaging of neural activity with dynamic vision sensors. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017, IEEE.

Taverni, Gemma; Moeys, Diederik Paul; Voigt, Fabian Friedrich; Li, Chenghan; Cavaco, Celso; Motsnyi, Vasyl; Berry, Stewart; Sipila, Pia; Bello, David San Segundo; Helmchen, Fritjof; Delbruck, Tobi (2017). Live demonstration: In-vivo imaging of neural activity with dynamic vision sensors. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017, IEEE.

Kreiser, Raphaela; Moraitis, Timoleon; Sandamirskaya, Yulia; Indiveri, Giacomo (2017). On-chip unsupervised learning in winner-take-all networks of spiking neurons. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017. IEEE, 424-427.

Liang, Dongchen; Indiveri, Giacomo (2017). Robust state-dependent computation in neuromorphic electronic systems. In: Biomedical Circuits and Systems Conference (BioCAS), 2017, Turin, 19 October 2017 - 21 October 2017, IEEE.

Qiao, Ning; Indiveri, Giacomo (2017). Analog circuits for mixed-signal neuromorphic computing architectures in 28 nm FD-SOI technology. In: 2017 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S), Burlingame, CA, USA, 16 October 2017 - 19 October 2017, IEEE.

Kiselev, Ilya; Ceolini, Enea; Wong, Daniel; de Cheveigné, Alain; Liu, Shih-Chii (2017). WHISPER: Wirelessly synchronized distributed audio sensor platform. In: Twelfth IEEE International Workshop on Practical Issues in Building Sensor Network Applications (IEEE SenseApp 2017), Singapore, 9 October 2017 - 12 October 2017. Institute of Electrical and Electronics Engineers, 35-43.

Liu, Hongjie; Rios-Navarro, Antonio; Moeys, Diederik Paul; Delbruck, Tobi; Linares-Barranco, Alejandro (2017). Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation. In: International Conference on Artificial Neural Networks (ICANN) 2017, Alghero, Sardinia, Italy, 11 September 2017 - 14 September 2017. Artificial Neural Networks and Machine Learning – ICANN 2017, 179-187.

Braun, Stefan; Neil, Daniel; Liu, Shih-Chii (2017). A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition. In: 25th European Signal Processing Conference, Kos island, Greece, 28 August 2017 - 2 September 2017. Signal Processing Conference (EUSIPCO), 2017 25th European, 0.

Neil, D; Lee, J-H; Delbruck, T; Liu, S-C (2017). Delta networks for optimized recurrent network computation. In: 34th International Conference on Machine Learning 2017, Sydney, 6 August 2017 - 11 August 2017, Proceedings of the 34th International Conference on Machine Learning.

Amir, Arnon; Taba, Brian; Berg, David; Melano, Timothy; McKinstry, Jeffrey; Di Nolfo, Carmelo; Nayak, Tapan; Andreopoulos, Alexander; Garreau, Guillaume; Mendoza, Marcela; Kusnitz, Jeff; Debole, Michael; Esser, Steve; Delbruck, Tobi; Flickner, Myron; Modha, Dharmendra (2017). A Low Power, Fully Event-Based Gesture Recognition System. In: Computer Vision and Pattern Recognition (CVPR) 2017, Honolulu, 22 July 2017 - 25 July 2017. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 7243-7252.

Blum, Hermann; Dietmüller, Alexander; Milde, Moritz; Conradt, Jörg; Indiveri, Giacomo; Sandamirskaya, Yulia (2017). A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor. In: Robotics Science and Systems 2017 conference, Cambridge, 12 July 2017 - 16 July 2017, Proceedings of Robotics: Science and Systems 2017.

Huber, Adrian E G; Liu, Shih-Chii (2017). On send-on-delta sampling of bandlimited functions. In: 2017 International Conference on Sampling Theory and Applications (SampTA), Tallin, Estonia, 3 July 2017 - 7 July 2017, Sampling Theory and Applications (SampTA), 2017 International Conference on.

Neary, Turlough (2017). 2-State 2-Symbol Turing Machines with Periodic Support Produce Regular Sets. In: 19th International Conference on Descriptional Complexity of Formal Systems, Milan, 3 July 2017 - 5 July 2017. Springer, 274-286.

Henning, Christian Andreas; Ewerth, Ralph (2017). Estimating the Information Gap between Textual and Visual Representations. In: International Conference on Multimedia Retrieval (ICMR) 17, Bucharest, 6 June 2017 - 9 June 2017. ICMR '17 Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 14 - 22.

Fattinger, Sara; de Beukelaar, Toon T; Ruddy, Kathy L; Volk, Carina; Heyse, Natalie C; Herbst, Joshua A; Hahnloser, Richard H R; Wenderoth, Nicole; Huber, Reto (2017). Deep sleep maintains learning efficiency of the human brain. Nature Communications, 8:15405.

Ceolini, Enea; Liu, Shih-Chii (2017). Impact of low-precision deep regression networks on single-channel source separation. In: The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP2017, New Orleans LA, USA, 5 March 2017 - 9 March 2017, Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on.

Skylar-Scott, Mark A; Liu, Man-Chi; Wu, Yuelong; Yanik, Mehmet Fatih (2017). Multi-photon microfabrication of three-dimensional capillary-scale vascular networks. In: SPIE Photonics West 2017, San Francisco, 28 January 2017 - 2 February 2017, Proceedings Volume 10115, Advanced Fabrication Technologies for Micro/Nano Optics and Photonics X.

Moeys, Diederik Paul; Li, Chenghan; Martel, Julien N P; Bamford, Simeon; Longinotti, Luca; Motsnyi, Vasyl; Bello, David San Segundo; Delbruck, Tobi (2017). Color Temporal Contrast Sensitivity in Dynamic Vision Sensors. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Martel, Julien N P; Muller, Lorenz K; Carey, Stephen J; Dudek, Piotr (2017). High-speed depth from focus on a programmable vision chip using a focus tunable lens. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Anumula, Jithendar; Neil, Daniel; Li, Xiaoya; Delbruck, Tobi; Liu, Shih-Chii (2017). Live Demonstration: Event-Driven Real-Time Spoken Digit Recognition System. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Lungu, Iulia-Alexandra; Corradi, Federico; Delbruck, Tobi (2017). Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Institute of Electrical and Electronics Engineers.

Martel, Julien N P; Muller, Lorenz K; Carey, Stephen J; Muller, Jonathan; Sandamirskaya, Yulia; Dudek, Piotr (2017). Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Milde, Moritz B; Dietmuller, Alexander; Blum, Hermann; Indiveri, Giacomo; Sandamirskaya, Yulia (2017). Obstacle avoidance and target acquisition in mobile robots equipped with neuromorphic sensory-processing systems. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Salt, Llewyn; Indiveri, Giacomo; Sandamirskaya, Yulia (2017). Obstacle avoidance with LGMD neuron: towards a neuromorphic UAV implementation. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Gao, Chang; Ghoreishizadeh, Sara; Liu, Yan; Constandinou, Timothy (2017). On-Chip ID Generation for Multi-Node Implantable Devices Using SA-PUF. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Muller, Lorenz K; Nair, Manu V; Indiveri, Giacomo (2017). Randomized unregulated step descent for limited precision synaptic elements. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017.

Liu, Min; Delbruck, Tobi (2017). block-matching optical flow for dynamic vision sensors: algorithm and FPGA implementation. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2017, Baltimore, USA, 29 May 2017 - 6 January 2017. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2017, 0.

Moradi, Saber; Qiao, Ning; Stefanini, Fabio; Indiveri, Giacomo (2017). A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs). IEEE Transactions on Biomedical Circuits and Systems, PP(99):1-17.

Hahnloser, Richard H R; Narula, Gagan (2017). A bayesian account of vocal adaptation to pitch-shifted auditory feedback. PLoS ONE, 12(1):e0169795.

Martin, Kevan A C; Roth, Stephan; Rusch, Elisha S (2017). A biological blueprint for the axons of superficial layer pyramidal cells in cat primary visual cortex. Brain Structure & Function, 222(8):3407-3430.

Cook, Matthew; Larsson, Urban; Neary, Turlough (2017). A cellular automaton for blocking queen games. Natural Computing, 16(3):397-410.

Nair, Manu V; Muller, Lorenz K; Indiveri, Giacomo (2017). A differential memristive synapse circuit for on-line learning in neuromorphic computing systems. Nano Futures, (1):035003.

Serb, Alexantrou; Corna, Andrea; George, Richard; Khiat, Ali; Rocchi, Federico; Reato, Marco; Maschietto, Marta; Mayr, Chirstian; Indiveri, Giacomo; Vassanelli, Stefano; Prodromakis, Themistoklis (2017). A geographically distributed bio-hybrid neural network with memristive plasticity. ArXiv.org 1709.04179, Cornell University.

Jovalekic, A; Cavé-Lopez, S; Canopoli, A; Ondracek, J M; Nager, A; Vyssotski, A L; Hahnloser, Richard H R (2017). A lightweight feedback-controlled microdrive for chronic neural recordings. Journal of Neural Engineering, 14:026006.

Milde, Moritz B; Neil, Daniel; Aimar, Alessandro; Delbruck, Tobi; Indiveri, Giacomo (2017). ADaPTION: Toolbox and Benchmark for Training Convolutional Neural Networks with Reduced Numerical Precision Weights and Activation. ArXiv.org 1711.04713, Cornell University.

Lowe, Robert; Almér, Alexander; Billing, Erik; Sandamirskaya, Yulia; Balkenius, Christian (2017). Affective–associative two-process theory: a neurocomputational account of partial reinforcement extinction effects. Biological Cybernetics, 111(5/6):365-388.

Qiao, Ning; Bartolozzi, Chiara; Indiveri, Giacomo (2017). An Ultralow Leakage Synaptic Scaling Homeostatic Plasticity Circuit With Configurable Time Scales up to 100 ks. IEEE Transactions on Biomedical Circuits and Systems, 11(6):1271-1277.

Bopp, Rita; Holler-Rickauer, Simone; Martin, Kevan A C; Schuhknecht, Gregor F P (2017). An Ultrastructural Study of the Thalamic Input to Layer 4 of Primary Motor and Primary Somatosensory Cortex in the Mouse. Journal of Neuroscience, 37(9):2435-2448.

Yang, Minhao; Liu, Shih-Chii; Delbruck, Tobi (2017). Analysis of encoding degradation in spiking sensors due to spike delay variation. IEEE Transactions on Circuits and Systems - Part I: Regular Papers, 64(1):145-155.

Kanders, Karlis; Lorimer, Tom; Stoop, Ruedi (2017). Avalanche and edge-of-chaos criticality do not necessarily co-occur in neural networks. CHAOS (København), 27(4):047408.

Canopoli, Alessandro; Zai, Anja; Hahnloser, Richard H R (2017). Bilateral neurotoxic lesions in NCM before tutoring onset do not prevent successful tutor song learning. Matters:12.5/20.

Lorimer, Tom; Held, Jenny; Stoop, Ruedi (2017). Clustering: How much bias do we need? Philosophical Transactions of the Royal Society of London, Series A: Mathematical, Physical and Engineering Sciences, 375:0293.

Rueckauer, Bodo; Lungu, Iulia-Alexandra; Hu, Yuhuang; Pfeiffer, Michael; Liu, Shih-Chii (2017). Conversion of Continuous-Valued Deep Networks to Efficient Event-Driven Networks for Image Classification. Frontiers in Neuroscience:11:682.

Binas, Jonathan; Neil, Daniel; Liu, Shih-Chii; Delbruck, Tobi (2017). DDD17: End-To-End DAVIS Driving Dataset. ArXiv Computer Vision and Pattern Recognition:0.

Musall, Simon; Haiss, Florent; Weber, Bruno; von der Behrens, Wolfger (2017). Deviant processing in the primary somatosensory cortex. Cerebral Cortex, 27(1):863-876.

Strub, Claudius; Schöner, Gregor; Wörgötter, Florentin; Sandamirskaya, Yulia (2017). Dynamic Neural Fields with Intrinsic Plasticity. Frontiers in Computational Neuroscience:11:74.

Emergent Complexity from Nonlinearity, in Physics, Engineering and the Life Sciences : Proceedings of the XXIII International Conference on Nonlinear Dynamics of Electronic Systems, Como, Italy, 7-11 September 2015. Edited by: Mantica, G; Stoop, R; Stramaglia, S (2017). Cham: Springer.

Ambegoda, T D; Martel, Julien N P; Adamcik, J; Cook, M; Hahnloser, Richard H R (2017). Estimation of Z-thickness and XY-anisotropy of electron microscopy images using Gaussian processes. Journal of Neuroinformatics and Neuroimaging, 2(2):15-22.

Gallego, Guillermo; Lund, Jon E A; Mueggler, Elias; Rebecq, Henri; Delbruck, Tobi; Scaramuzza, Davide (2017). Event-based, 6-DOF camera tracking from photometric depth maps. IEEE Transactions on Pattern Analysis and Machine Intelligence, PP(99):n/a.

Kanders, Karlis; Lorimer, Tom; Gomez, Florian; Stoop, Ruedi (2017). Frequency sensitivity in mammalian hearing from a fundamental nonlinear physics model of the inner ear. Scientific Reports, 7:9931.

Surace, Simone Carlo; Kutschireiter, Anna; Pfister, Jean-Pascal (2017). How to avoid the curse of dimensionality: scalability of particle filters with and without importance weights. ArXiv.org 1703.07879, Cornell University.

Düring, Daniel N; Knörlein, Benjamin J; Elemans, Coen P H (2017). In situ vocal fold properties and pitch prediction by dynamic actuation of the songbird syrinx. Scientific Reports, 7:11296.

Moraitis, Timoleon. Interactions between cognitive and automatic components of biological, artificial, and hybrid sensory-motor systems. 2017, University of Zurich, Faculty of Science.

Duran, Boris; Sandamirskaya, Yulia (2017). Learning Temporal Intervals in Neural Dynamics. IEEE Transactions on Cognitive and Developmental Systems, PP(99):n/a.

Grewe, Benjamin F; Gründemann, Jan; Kitch, Lacey J; Lecoq, Jerome A; Parker, Jones G; Marshall, Jesse D; Larkin, Margaret C; Jercog, Pablo E; Grenier, Francois; Li, Jin Zhong; Lüthi, Andreas; Schnitzer, Mark J (2017). Neural dynamics underlying a long-term associative memory. Nature, 543:670-675.

Li, Ying; Mathis, Alexander; Grewe, Benjamin F; Osterhout, Jessica A; Ahanonu, Biafra; Schnitzer, Mark J; Murthy, Venkatesh N; Dulac, Catherine (2017). Neuronal representation of social information in the medial amygdala of awake behaving mice. Cell, 171(5):1176-1190.

Kutschireiter, Anna; Surace, Simone Carlo; Sprekeler, Henning; Pfister, Jean-Pascal (2017). Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception. Scientific Reports, 7:8722.

Aimar, Alessandro; Mostafa, Hesham; Calabrese, Enrico; Rios-Navarro, Antonio; Tapiador-Morales, Ricardo; Lungu, Iulia-Alexandra; Milde, Moritz B; Corradi, Federico; Linares-Barranco, Alejandro; Liu, Shih-Chii; Delbruck, Tobi (2017). NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. ArXiv.org 1706.01406, Cornell University.

Milde, Moritz B; Blum, Hermann; Dietmüller, Alexander; Sumislawska, Dora; Conradt, Jörg; Indiveri, Giacomo; Sandamirskaya, Yulia (2017). Obstacle Avoidance and Target Acquisition for Robot Navigation Using a Mixed Signal Analog/Digital Neuromorphic Processing System. Frontiers in Neurorobotics:11:28.

Surace, Simone Carlo; Pfister, Jean-Pascal (2017). Online Maximum Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes. ArXiv.org 1611.00170, Cornell University.

Ghosh, Arko; Pfister, Jean-Pascal; Cook, Matthew (2017). Optimised information gathering in smartphone users. ArXiv.org 1701.02796, Cornell University.

Berger, D; Joo, S; Lorimer, T; Nam, Y; Stoop, R (2017). Power laws in neuronal culture activity from limited availability of a shared resource. In: Mantica, G; Stoop, R; Stramaglia, S. Emergent Complexity from Nonlinearity, in Physics, Engineering and the Life Sciences. Cham: Springer (Bücher), 209-220.

Remedios, Ryan; Kennedy, Ann; Zelikowsky, Moriel; Grewe, Benjamin F; Schnitzer, Mark J; Anderson, David J (2017). Social behaviour shapes hypothalamic neural ensemble representations of conspecific sex. Nature, 550:388-392.

Lipkind, Dina; Zai, Anja T; Hanuschkin, Alexander; Marcus, Gary F; Tchernichovski, Ofer; Hahnloser, Richard H R (2017). Songbirds work around computational complexity by learning song vocabulary independently of sequence. Nature Communications, 8:1247.

Koestinger, German; Martin, Kevan A C; Roth, Stephan; Rusch, Elisha S (2017). Synaptic connections form by patchy projections of pyramidal cells in the superficial layers of cat visual cortex. Brain Structure & Function, 222(7):3025-3042.

Nozaki, Yuji; Delbruck, Tobi (2017). Temperature and parasitic photocurrent effects in dynamic vision sensors. IEEE Transactions on Electron Devices, 64(8):3239-3245.

Mueggler, Elias; Rebecq, Henri; Gallego, Guillermo; Delbruck, Tobi; Scaramuzza, Davide (2017). The event-camera dataset and simulator: Event-based data for pose estimation, visual odometry, and SLAM. International Journal of Robotics Research, 36(2):144-155.

Borer, D; Delbruck, T; Rösgen, T (2017). Three-dimensional particle tracking velocimetry using dynamic vision sensors. Experiments in Fluids:58:165.

Pfister, Jean-Pascal; Ghosh, Arko (2017). To tap or not to tap: a model-based quantification of the priority placed on smartphone actions. ArXiv.org 1612.03196, Cornell University.

Yamahachi, Homare; Zai, Anja T; Tachibana, Ryosuke O; Stepien, Anna E; Rodrigues, Diana I; Cavé-Lopez, Sophie; Narula, Gagan; Lee, Juneseung; Huang, Ziqiang; Hörster, Heiko; Düring, Daniel; Hahnloser, Richard H R (2017). Welfare of zebra finches used in research. BioRxiv 154567, Cold Spring Harbor Laboratory.

2016

George, Richard; Indiveri, Giacomo (2016). Tunable Device-Mismatch Effects for Stochastic Computation in Analog/Digital Neuromorphic Computing Architectures. In: IEEE International Conference on Electronics, Circuits, and Systems (ICECS), Monte Carlo, Monaco, 10 December 2016 - 15 December 2016, 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS).

Neil, D; Pfeiffer, M; Liu, S-C (2016). Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences. In: Neural Information and Processing Systems (NIPS), Barcelona, 5 December 2016 - 10 December 2016, Advances in Neural Information Processing Systems 29 (NIPS 2016).

Ott, Thomas; Schuele, Martin; Held, Jenny; Albert, Carlo; Stoop, Ruedi (2016). Clustered Multidimensional Scaling with Rulkov Neurons. In: NOLTA 2016: International Symposium on Nonlinear Theory and Its Applications, Yugawara, 27 November 2016 - 30 November 2016, Proceedings of the 2016 International Symposium on Nonlinear Theory and its Applications (NOLTA).

Kanders, K; Stoop, R (2016). Neural avalanches at the edge-of-chaos? In: NOLTA 2016: International Symposium on Nonlinear Theory and Its Applications, Yugawara, 27 November 2016 - 30 November 2016. Proceedings of the 2016 International Symposium on Nonlinear Theory and its Applications (NOLTA), 493-496.

Lorimer, T; Held, J; Albert, C; Stoop, R (2016). Nonparametric clustering approach towards big data. In: NOLTA 2016: International Symposium on Nonlinear Theory and Its Applications, Yugawara, 27 November 2016 - 30 November 2016, Proceedings of the 2016 International Symposium on Nonlinear Theory and its Applications (NOLTA).

Stoop, R; Kanders, K; Novelli, L; Gomez, F (2016). Novel insights into cochlear information processing. In: NOLTA 2016: International Symposium on Nonlinear Theory and Its Applications, Yugawara, 27 November 2016 - 30 November 2016. Proceedings of the 2016 International Symposium on Nonlinear Theory and its Applications (NOLTA), 497-500.

Milde, Moritz B; Sumislawska, Dora; Sandamirskaya, Yulia; Indiveri, Giaocomo (2016). Neurally-inspired robotic controllers implemented on neuromorphic hardware. In: Bionik Kongress 2016 "Patente aus der Natur", Bremen, Germany, 21 October 2016 - 22 October 2016. Bionik: Patente aus der Natur, 268-274.

Qiao, Ning; Indiveri, Giacomo (2016). An Auto-Scaling Wide Dynamic Range Current to Frequency Converter for Real-Time Monitoring of Signals in Neuromorphic Systems. In: Biomedical Circuits and Systems Conference (BioCAS), 2016, Shanghai, 17 October 2016 - 19 October 2016, Biomedical Circuits and Systems Conference (BioCAS), 2016 IEEE.

Qiao, Ning; Indiveri, Giacomo; Bartolozzi, Chiara (2016). Automatic Gain Control of Ultra-Low Leakage Synaptic Scaling Homeostatic Plasticity Circuits. In: Biomedical Circuits and Systems Conference (BioCAS), 2016, Shanghai, 17 October 2016 - 19 October 2016, Biomedical Circuits and Systems Conference (BioCAS), 2016 IEEE.

Diehl, Peter U; Zarrella, Guido; Cassidy, Andrew; Pedroni, Bruno U; Neftci, Emre (2016). Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware. In: 2016 IEEE International Conference on Rebooting Computing (ICRC), San Diego, CA, USA, 17 October 2016 - 19 October 2016, Proceedings of the 2016 IEEE International Conference on Rebooting Computing (ICRC).

Qiao, Ning; Indiveri, Giacomo (2016). Scaling Mixed-Signal Neuromorphic Processors to 28 nm FD-SOI Technologies. In: Biomedical Circuits and Systems Conference (BioCAS), 2016, Shanghai, 17 October 2016 - 19 October 2016. Biomedical Circuits and Systems Conference (BioCAS), 2016 IEEE, 552-555.

Martel, Julien N P; Sandamirskaya, Yulia; Dudek, Piotr (2016). A Demonstration of Tracking using Dynamic Neural Fields on a Programmable Vision Chip. In: 10th International Conference on Distributed Smart Camera, ICDSC 16, Paris, France, 12 September 2016 - 15 September 2016. Proceedings of the 10th ACM International Conference on Distributed Smart Camera, 212-213.

Martel, Julien N P; Sandamirskaya, Yulia (2016). A neuromorphic approach for tracking using dynamic neural fields on a programmable vision-chip. In: 10th International Conference on Distributed Smart Camera, ICDSC 16, Paris, France, 12 September 2016 - 15 September 2016. Proceedings of the 10th ACM International Conference on Distributed Smart Camera, 148-154.

Riday, Cosimo; Bhargava, Saurabh; Hahnloser, Richard H R; Liu, Shih-Chii (2016). Monaural Source Separation Using a Random Forest Classifier. In: Interspeech 2016, San Francisco, CA, USA, 8 September 2016 - 12 September 2016. Proceedings of Interspeech 2016, 3344-3348.

Martel, Julien N P; Muller, Lorenz K; Carey, Stephen J; Dudek, Piotr (2016). A Real-time High Dynamic Range Vision System with Tone Mapping for Automotive Applications. In: 15th International Workshop on Cellular Nanoscale Networks and their Applications, Dresden, 23 August 2016 - 25 August 2016, Proceedings of the 15th International Workshop on Cellular Nanoscale Networks and their Applications.

Diehl, Peter U; Pedroni, Bruno U; Cassidy, Andrew; Merolla, Paul; Neftci, Emre; Zarrella, Guido (2016). TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth. In: 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 25 July 2016 - 29 July 2016, Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN).

Brandli, Christian; Strubel, Jonas; Keller, Susanne; Scaramuzza, Davide; Delbruck, Tobi (2016). ELiSeD - An Event-Based Line Segment Detector. In: IEEE International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2016, Krakow, Poland, 13 June 2016 - 15 June 2016, Proceedings of 2016 Second International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP).

Moeys, Diederik Paul; Corradi, Federico; Kerr, Emmett; Vance, Philip; Das, Gautham; Neil, Daniel; Kerr, Dermot; Delbruck, Tobi (2016). Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network. In: IEEE International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2016, Krakow, Poland, 13 June 2016 - 15 June 2016, Proceedings of 2016 Second International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP).

Ceolini, Enea; Neil, Daniel; Delbruck, Tobi; Liu, Shih-Chii (2016). Temporal Sequence Recognition in a Self-Organizing Recurrent Network. In: IEEE International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2016, Krakow, Poland, 13 June 2016 - 15 June 2016, Proceedings of 2016 Second International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP).

Mostafa, Hesham; Mayr, Christian; Indiveri, Giacomo (2016). Beyond Spike-Timing Dependent Plasticity in Memristor Crossbar Arrays. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016, Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2016.

Liu, Hongjie; Moeys, Diederik Paul; Das, Gautham; Neil, Daniel; Liu, Shih-Chii; Delbruck, Tobi (2016). Combined frame- and event-based detection and tracking. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016, Proceedings of 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

Neil, Daniel; Liu, Shih-Chii (2016). Effective sensor fusion with event-based sensors and deep network architectures. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Institute of Electrical and Electronics Engineers, 2282-2285.

Kiselev, Ilya; Neil, Daniel; Liu, Shih-Chii (2016). Event-Driven Deep Neural Network Hardware System for Sensor Fusion. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Institute of Electrical and Electronics Engineers, 2495.

Moeys, Diederik Paul; Delbruck, Tobias; Rios-Navarro, Antonio; Linares-Barranco, Alejandro (2016). Live Demonstration: Retinal Ganglion Cell Software and FPGA Implementation for Object Detection and Tracking. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016, Proceedings of 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

Kiselev, Ilya; Neil, Daniel; Liu, Shih-Chii (2016). Live demonstration: Event-Driven Deep Neural Network Hardware System for Sensor Fusion. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016, Proceedings of 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

Martel, Julien N P; Muller, Lorenz K; Carey, Stephen J; Dudek, Piotr (2016). Parallel hdr tone mapping and auto-focus on a cellular processor array vision chip. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Institute of Electrical and Electronics Engineers, 1340-1433.

Moeys, Diederik Paul; Delbruck, Tobias; Rios-Navarro, Antonio; Linares-Barranco, Alejandro (2016). Retinal Ganglion Cell Software and FPGA Implementation for Object Detection and Tracking. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Institute of Electrical and Electronics Engineers, 1434-1437.

Binas, Jonathan; Indiveri, Giacomo; Pfeiffer, Michael (2016). Spiking Analog VLSI Neuron Assemblies as Constraint Satisfaction Problem Solvers. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Proceedings of 2016 IEEE International Symposium on Circuits and Systems (ISCAS), 2094.

Sumislawska, Dora; Qiao, Ning; Pfeiffer, Michael; Indiveri, Giacomo (2016). Wide dynamic range weights and biologically realistic synaptic dynamics for spike-based learning circuits. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal, Canada, 22 May 2016 - 25 May 2016. Institute of Electrical and Electronics Engineers, 2491-2494.

Templier, Thomas; Bektas, Kenan; Hahnloser, Richard H R (2016). Eye-Trace: Segmentation of Volumetric Microscopy Images with Eyegaze. In: 2016 CHI Conference on Human Factors in Computing Systems, San Jose, CA USA, 7 May 2016 - 12 May 2016. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 5812-5823.

Brand, Johannes; Piccirelli, Marco; Hepp-Reymond, Marie-Claude; Morari, Manfred; Michels, Lars; Eng, Kynan (2016). Virtual hand feedback reduces reaction time in an interactive finger reaching task. PLoS ONE, 11(5):e0154807.

Tschopp, Fabian; Martel, Julien N P; Turaga, Srinivas C; Cook, Matthew; Funke, Jan (2016). Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems. In: The International Symposium on Biomedical Imaging (ISBI) 2016, Melbourne, Australia, 13 April 2016 - 16 April 2016, Proceedings of 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Neil, Daniel; Pfeiffer, Michael; Liu, Shih-Chii (2016). Learning to be Efficient: Algorithms for Training Low-Latency, Low-Compute Deep Spiking Neural Networks. In: SAC 2016 31st ACM Symposium on Applied Computing Pisa, Italy April 4-8, 2016, Pisa, Italy, 4 April 1904 - 8 April 2016, Proceedings of the 31st Annual ACM Symposium on Applied Computing.

Yang, Minhao; Chien, Chen-Han; Delbruck, Tobias; Liu, Shih-Chii (2016). A 0.5V 55 uW 64X2-channel binaural silicon cochlea for event-driven stereo-audio sensing. In: 2016 IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, USA, 31 January 2016 - 4 February 2016. Proceedings of the 2016 IEEE International Solid-State Circuits Conference (ISSCC), 388-389.

Mayr, Christian G; Partzsch, Johannes; Noack, Marko; Hänzsche, Stephan; Scholze, Stefan; Höppner, Sebastian; Ellguth, Georg; Schüffny, Rene (2016). A biological-realtime neuromorphic system in 28 nm CMOS using low-leakage switched capacitor circuits. IEEE Transactions on Biomedical Circuits and Systems, 10(1):243-254.

Boi, Fabio; Moraitis, Timoleon; De Feo, Vito; Diotalevi, Francesco; Bartolozzi, Chiara; Indiveri, Giacomo; Vato, Alessandro (2016). A bidirectional brain-machine interface featuring a neuromorphic hardware decoder. Frontiers in Neuroscience, 10:563.

Vyssotski, Alexei L; Stepien, Anna E; Keller, Georg B; Hahnloser, Richard H R (2016). A neural code that is isometric to vocal output and correlates with its sensory consequences. PLoS Biology, 14(10):e2000317.

El Boghdady, Nawal; Kegel, Andrea; Lai, Waikong; Dillier, Norbert (2016). A neural-based vocoder implementation for evaluating cochlear implant coding strategies. Hearing research, 333:136-149.

Stoop, Ruedi; Gomez, Florian (2016). Auditory power-law activation avalanches exhibit a fundamental computational ground state. Physical Review Letters, 117:038102.

Stoop, Ruedi; Kanders, Karlis; Lorimer, Tom; Held, Jenny; Albert, Carlo (2016). Big data naturally rescaled. Chaos, Solitons & Fractals, 90:81-90.

Albert, Carlo; Ulzega, Simone; Stoop, Ruedi (2016). Boosting Bayesian parameter inference of nonlinear stochastic differential equation models by Hamiltonian scale separation. Physical Review E, 93(4):043313.

Uygun, D S; Ye, Z; Zecharia, A Y; Harding, E C; Yu, X; Yustos, R; Vyssotski, A L; Brickley, S G; Franks, N P; Wisden, W (2016). Bottom-up versus top-down induction of sleep by zolpidem acting on histaminergic and neocortex neurons. Journal of Neuroscience, 36(44):11171-11184.

Kiper, D C (2016). Color Processing, Cortical. In: Luo, Ronnier. Encyclopedia of Color Science and Technology. New York: Springer, 1-5.

Hu, Yuhuang; Liu, Hongjie; Pfeiffer, Michael; Delbruck, Tobi (2016). DVS benchmark datasets for object tracking, action recognition and object recognition. Frontiers in Neuroscience:10:405.

Binas, Jonathan; Indiveri, Giacomo; Pfeiffer, Michael (2016). Deep counter networks for asynchronous event-based processing. ArXiv.org 1611.00710, Cornell University.

Elsayed, Hesham Mostafa. Distributed inference using oscillatory dynamics in neural networks and neurally-inspired VLSI systems. 2016, University of Zurich, Faculty of Science.

Corradi, Federico. Distributed information processing in neural-inspired microelectronic circuits. 2016, University of Zurich, Faculty of Science.

Berdan, Radu; Vasilaki, Eleni; Khiat, Ali; Indiveri, Giacomo; Serb, Alexandru; Prodromakis, Themistoklis (2016). Emulating short-term synaptic dynamics with memristive devices. Scientific Reports, 6:18639.

Rueckauer, Bodo; Delbruck, Tobi (2016). Evaluation of event-based algorithms for optical flow with ground-truth from inertial measurement sensor. Frontiers in Neuroscience:10:176.

Osswald, Marc. Event-based neuromorphic stereo vision. 2016, University of Zurich, Faculty of Science.

Rattenborg, Niels C; Voirin, Bryson; Cruz, Sebastian M; Tisdale, Ryan; Dell'Omo, Giacomo; Lipp, Hans-Peter; Wikelski, Martin; Vyssotski, Alexei L (2016). Evidence that birds sleep in mid-flight. Nature Communications, 7:12468.

Betizeau, Marion; Dehay, Colette (2016). From stem cells to comparative corticogenesis: a bridge too far? Stem Cell Investigation, 3:39.

Nair, Jayakrishnan; Klaassen, Arndt-Lukas; Poirot, Jordan; Vyssotski, Alexei; Rasch, Björn; Rainer, Gregor (2016). Gamma band directional interactions between basal forebrain and visual cortex during wake and sleep states. Journal of Physiology, Paris, 110(1-2):19-28.

Sirinukunwattana, Korsuk; Pluim, Josien P W; Chen, Hao; et al (2016). Gland segmentation in colon histology images: the GlaS challenge contest. ArXiv.org 1603.00275, Cornell University.

Stoop, R. (2016). Hearing: The next level of understanding. Opera Medica et Physiologica, 2(70-71):59-60.

Canopoli, Alessandro; Zai, Anja; Hahnloser, Richard H R (2016). Lesions of a higher auditory brain area during a sensorimotor period do not impair birdsong learning. Matters:online.

Muller, Lorenz K.; Indiveri, Giacomo (2016). Neural sampling by irregular gating inhibition of spiking neurons and attractor networks. ArXiv.org 1605.06925, Cornell University.

Grabher, Patrick. Neurodegeneration and reorganization in spinal cord disorders. 2016, University of Zurich, Faculty of Science.

Ghosh, Arko; Balerna, Myriam (2016). Neuronal control of the fingertips is socially configured in touchscreen smartphone users. bioRxiv 064485, Cold Spring Harbor Laboratory.

Binas, Jonathan; Neil, Daniel; Indiveri, Giacomo; Liu, Shih-Chii; Pfeiffer, Michael (2016). Precise deep neural network computation on imprecise low-power analog hardware. ArXiv.org 1606.07786, Cornell University.

Fermüller, Cornelia; Wang, Fang; Yang, Yezhou; Zampogiannis, Konstantinos; Zhang, Yi; Barranco, Francisco; Pfeiffer, Michael (2016). Prediction of manipulation actions. ArXiv.org 1610.00759, Cornell University.

Pfister, Jean-Pascal; Ghosh, Arko (2016). Quantifying the priority placed on scale-free smartphone actions. ArXiv.org 1612.03196, Cornell University.

Schneider-Mizell, Casey M; Gerhard, Stephan; Longair, Mark; Kazimiers, Tom; Li, Feng; Zwart, Maarten F; Champion, Andrew; Midgley, Frank M; Fetter, Richard D; Saalfeld, Stephan; Cardona, Albert (2016). Quantitative neuroanatomy for connectomics in Drosophila. eLife, 5:e12059.

Indiveri, Giacomo; Linn, Eike; Ambrogio, Stefano (2016). ReRAM-based neuromorphic computing. In: Ielmini, Daniele; Waser, Rainer. Resistive switching : from fundamentals of nanoionic redox processes to memristive device applications. Hoboken, New Jersey, United States: Wiley VCH, 715-730.

Lynch, Galen F; Okubo, Tatsuo S; Hanuschkin, Alexander; Hahnloser, Richard H R; Fee, Michale S (2016). Rhythmic continuous-time coding in the songbird analog of vocal motor cortex. Neuron, 90(4):877-892.

Gomez, Florian; Lorimer, Tom; Stoop, Ruedi (2016). Signal-coupled subthreshold Hopf-type systems show a sharpened collective response. Physical Review Letters, 116(10):108101.

Spiess, Robin; George, Richard; Cook, Matthew; Diehl, Peter U (2016). Structural plasticity denoises responses and improves learning speed. Frontiers in Computational Neuroscience:10:98.

Mostafa, Hesham (2016). Supervised learning based on temporal coding in spiking neural networks. ArXiv.org 1606.08165, Cornell University.

Kutschireiter, Anna; Surace, Simone Carlo; Sprekeler, Henning; Pfister, Jean-Pascal (2016). The neural particle filter. ArXiv.org 1508.06818, Cornell University.

Rueckauer, Bodo; Lungu, Iulia-Alexandra; Hu, Yuhuang; Pfeiffer, Michael (2016). Theory and tools for the conversion of analog to spiking convolutional neural networks. ArXiv.org 1612.04052, Cornell University.

Lee, Jun Haeng; Delbruck, Tobi; Pfeiffer, Michael (2016). Training deep spiking neural networks using backpropagation. Frontiers in Neuroscience:10:508.

Pfeiffer, Michael; Betizeau, Marion; Waltispurger, Julie; Pfister, Sabina Sara; Douglas, Rodney J; Kennedy, Henry; Dehay, Colette (2016). Unsupervised lineage-based characterization of primate precursors reveals high proliferative and morphological diversity in the OSVZ. Journal of Comparative Neurology, 524(3):535-563.

De Havas, Jack; Ghosh, Arko; Gomi, Hiroaki; Haggard, Patrick (2016). Voluntary motor commands reveal awareness and control of involuntary movement. Cognition, 155:155-167.

2015

Indiveri, G; Corradi, F; Qiao, N (2015). Neuromorphic Architectures for Spiking Deep Neural Networks. In: IEDM 2015, Washington DC, USA, 7 December 2015 - 9 December 2015, Proceedings of International Electron Devices Meeting 2015.

Nair, Manu V; Dudek, Piotr (2015). Practical gradient-descent for memristive crossbars. In: 2015 International Conference on Memristive Systems (MEMRISYS), Paphos, Cyprus, 8 November 2015 - 10 November 2015, 2015 International Conference on Memristive Systems (MEMRISYS).

Funke, Jan; Hamprecht, Fred A; Zhang, Chong (2015). Learning to segment : Training hierarchical segmentation under a topological loss. In: MICCAI 2015, Munich, 5 October 2015 - 9 October 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015.

Martel, Julien; Cook, Matthew (2015). A framework of relational networks to build systems with sensors able to perform the joint approximate inference of quantities. In: IROS 2015, Workshop on Advances in Biologically Inspired Brain-Like Cognition and Control for Learning Robots, Hamburg, 1 October 2015 - 2 October 2015, Proceedings of the IEEE/RSJ international conference on intelligent robots and systems 2015.

Wechsler, Daniel; Stoop, Ruedi (2015). Complex structures and behavior from elementary adaptive network automata. In: Mantica, Giorgio; et al. Emergent Complexity from Nonlinearity, in Physics, Engineering and the Life Sciences. Cham: Springer, 105-126.

Martel, Julien N P; Chau, Miguel; Cook, Matthew; Dudek, Piotr (2015). Pixel interlacing to trade off the resolution of a cellular processor array against more registers. In: European Conference on Circuit Theory and Design (ECCTD) 2015, Trondheim, Norway, 24 August 2015 - 26 August 2015, 2015 European Conference on Circuit Theory and Design (ECCTD).

Diehl, P U; Neil, D; Binas, J; Cook, M; Liu, S C; Pfeiffer, M (2015). Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing. In: The International Joint Conference on Neural Networks (IJCNN) 2015, Killarney, Ireland, 11 July 2015 - 17 July 2015, Neural Networks (IJCNN), 2015 International Joint Conference on.

Rudolph, C; Storck, T; Sandamirskaya, Y (2015). Learning to Reach after Learning to Look: a Study of Autonomy in Learning Sensorimotor Transformations. In: The International Joint Conference on Neural Networks (IJCNN) 2015, Killarney, Ireland, 11 July 2015 - 17 July 2015. Neural Networks (IJCNN), 2015 International Joint Conference on, 1-8.

Binas, J; Indiveri, G; Pfeiffer, M (2015). Local structure helps learning optimized automata in recurrent neural networks. In: The International Joint Conference on Neural Networks (IJCNN) 2015, Killarney, Ireland, 11 July 2015 - 17 July 2015. IEEE Xplore, 1-7.

Stromatias, E; Neil, D; Galluppi, F; Pfeiffer, M; Liu, S C; Furber, S (2015). Scalable energy-efficient, low-latency implementations of spiking deep belief networks on spiNNaker. In: The International Joint Conference on Neural Networks (IJCNN) 2015, Killarney, Ireland, 11 July 2015 - 17 July 2015, Neural Networks (IJCNN), 2015 International Joint Conference on.

Milde, Moritz B; Bertrand, Olivier J N; Benosmanz, Ryad; Egelhaaf, Martin; Chicca, Elisabetta (2015). Bioinspired event-driven collision avoidance algorithm based on optic flow. In: IEEE International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2015, Krakow, Poland, 17 June 2015 - 19 June 2015, Proceedings of 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP).

George, Richard; Mayr, Christian; Indiveri, Giacomo; Vassanelli, Stefano (2015). Event-based softcore processor in a biohybrid setup applied to structural plasticity. In: IEEE International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2015, Krakow, Poland, 17 June 2015 - 19 June 2015. IEEE, 1 - 4.

Moeys, Diederik Paul; Delbrück, Tobias; Liu, Shih-Chii (2015). Current-mode automated quality control cochlear resonator for bird identity tagging. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, 24 May 2015 - 27 May 2015. IEEE Int. Symposium on Circuits and Systems (ISCAS), 1734 - 1737.

Corradi, F; You, H; Giulioni, M; Indiveri, G (2015). Decision Making and Perceptual Bistability in Spike-Based Neuromorphic VLSI Systems. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, Portugal, 24 May 2015 - 27 May 2015. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2015, 2708-2711.

Liu, H; Brandli, C; Li, C; Liu, S-C; Delbruck, T (2015). Design of a spatiotemporal correlation filter for event-based sensors. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, 24 May 2015 - 27 May 2015. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2015, 722 - 725.

Li, C; Brandli, C; Berner, R; Liu, H; Yang, M; Liu, S-C; Delbruck, T (2015). Design of an RGBW color VGA rolling and global shutter dynamic and active-pixel vision sensor. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, Portugal, 24 May 2015 - 27 May 2015. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) 2015, 718 - 721.

Stromatias, E; Neil, D; Galluppi, F; Pfeiffer, M; Liu, S-C; Furber, S (2015). Live Demonstration: Handwritten digit recognition using spiking Deep Belief Networks on SpiNNaker. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, 24 May 2015 - 27 May 2015, Proceedings of IEEE Int. Symposium on Circuits and Systems (ISCAS) 2015.

Klein, P; Conradt, J; Liu, S-C (2015). Scene stitching with event-driven sensors on a robot head platform. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, Portugal, 24 May 2015 - 27 May 2015. Proceedings of IEEE Int. Symposium on Circuits and Systems (ISCAS) 2015, 2421 - 2424.

Martel, Julien N P; Chau, Miguel; Dudek, Piotr; Cook, Matthew (2015). Toward joint approximate inference of visual quantities on cellular processor arrays. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2015, Lisbon, Portugal, 24 May 2015 - 27 May 2015, IEEE.

Neary, T (2015). Undecidability in Binary Tag Systems and the Post Correspondence Problem for Five Pairs of Words. In: The 32nd Symposium on Theoretical Aspects of Computer Science (STACS 2015), Munich, 4 March 2015 - 7 March 2015. Leibniz International Proceedings in Informatics (LIPIcs), 649-661.

Liu, S-C; Yang, M-H; Steiner, A; Moeckel, R; Delbruck, T (2015). 1kHz 2D visual motion sensor using 20x20 silicon retina optical sensor and DSP microcontroller. IEEE Transactions on Biomedical Circuits and Systems, 9(2):207 -216.

Cook, M; Larsson, U; Neary, T (2015). A Cellular Automaton for Blocking Queen Games. In: Kari, Jarkko. Cellular Automata and Discrete Complex Systems. Heidelberg: Springer, n/a.

Stoop, Ruedi (2015). A Full Understanding of Things. In: ETH Zürich. On Science - On Arts - On Society. Soeul, Korea: Digital Arts Week, 40-46.

Yang, M-H; Liu, S-C; Delbruck, T (2015). A dynamic vision sensor with 1% temporal contrast sensitivity and in-pixel asynchronous delta modulator for event encoding. IEEE Journal of Solid State Circuits, 50(9):2149-2160.

Galluppi, Francesco; Lagorce, Xavier; Stromatias, Evangelos; Pfeiffer, Michael; Plana, Luis A; Furber, Steve B; Benosman, Ryad B (2015). A framework for plasticity implementation on the SpiNNaker neural architecture. Frontiers in Neuroscience:8:429.

Kutschireiter, A; Surace, S C; Sprekeler, H; Pfister, J P (2015). A neural implementation for nonlinear filtering. Neurons and Cognition q-bio.NC, Institute of Neuroinformatics.

Chien, C-H; Liu, S-C; Steimer, A (2015). A neuromorphic VLSI circuit for spike-based random sampling. IEEE Transactions on Emerging Topics in Computing, (99):online.

Corradi, F; Indiveri, G (2015). A neuromorphic event-based neural recording system for smart brain-machine-interfaces. IEEE Transactions on Biomedical Circuits and Systems, 9(5):699 - 709.

Qiao, N; Mostafa, H; Corradi, F; Osswald, M; Stefanini, F; Sumislawska, D; Indiveri, G (2015). A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses. Frontiers in Neuroscience:9:141.

Surace, Simone Carlo; Pfister, Jean-Pascal (2015). A statistical model for in vivo neuronal dynamics. PLoS ONE, 10(11):online.

Diehl, P U; Schaette, R (2015). Abnormal auditory gain in hyperacusis: investigation with a computational model. Frontiers in Neurology:6:157.

Müller, Kaspar Lorenz. Algorithms for massively parallel, event-based hardware. 2015, University of Zurich, Faculty of Science.

Mostafa, Hesham; Müller, Lorenz K; Indiveri, Giacomo (2015). An event-based architecture for solving constraint satisfaction problems. Nature Communications, 6:8941.

Sheldrake, Jacqueline; Diehl, Peter U; Schaette, Roland (2015). Audiometric characteristics of hyperacusis patients. Frontiers in Neurology:6:105.

Longo, M R; Ghosh, A; Yahya, T (2015). Bilateral symmetry of distortions of tactile size perception. Journal of Experimental Psychology: Human Perception and Performance, 44(11):1251-1262.

Rutishauser, Ueli; Slotine, Jean-Jaques; Douglas, Rodney (2015). Computation in cynamically bounded asymmetric systems. PLoS Computational Biology, 11(1):e1004039.

Liu, Shih-Chii; Delbruck, Tobi; Indiveri, Giacomo; Whatley, Adrian; Douglas, Rodney (2015). Event-Based Neuromorphic Systems. Chichester, England: Wiley.

Hussain, S; Liu, S-C; Basu, A (2015). Hardware-amenable structural learning for spike-based pattern classification using a simple model of active dendrites. Neural Computation, 27(4):845-897.

Kainz, Philipp; Mayrhofer-Reinhartshuber, Michael; Ahammer, Helmut (2015). IQM: an extensible and portable open source application for image and signal analysis in java. PLoS ONE, 10(1):e0116329.

Mostafa, Hesham; Khiat, Ali; Serb, Alexander; Mayr, Christian G; Indiveri, Giacomo; Prodromakis, Themistoklis (2015). Implementation of a spike-based perceptron learning rule using TiO2-x memristors. Frontiers in Neuroscience:9:357.

Blefari, Maria L; Sulzer, James; Hepp-Reymond, Marie-Claude; Kollias, Spyros; Gassert, Roger (2015). Improvement in precision grip force control with self-modulation of primary motor cortex during motor imagery. Frontiers in Behavioral Neuroscience, 9:18.

Schuster-Amft, Corina; Henneke, Andrea; Hartog-Keisker, Birgit; Holper, Lisa; Siekierka, Ewa; Chevrier, Edith; Pyk, Pawel; Kollias, Spyros; Kiper, Daniel; Eng, Kynan (2015). Intensive virtual reality-based training for upper limb motor function in chronic stroke: a feasibility study using a single case experimental design and fMRI. Disability and Rehabilitation. Assistive Technology, 10(5):384-392.

Shine, Richard; Amiel, Joshua; Munn, Adam J; Stewart, Mathew; Vyssotski, Alexei L; Lesku, John A (2015). Is “cooling then freezing” a humane way to kill amphibians and reptiles? Biology Open, 4:760-763.

Luciw, M; Kazerounian, S; Lahkman, K; Richter, M; Sandamirskaya, Y (2015). Learning the condition of satisfaction of an elementary behavior in dynamic field theory. Paladyn, 6(1):180-190.

Keller, Andreas J; Martin, Kevan A C (2015). Local circuits for contrast normalization and adaptation investigated with two-photon imaging in cat primary visual cortex. Journal of Neuroscience, Psychology and Economics, 35(27):10078-10087.

Ferrari, F A S; Gomez, F; Lorimer, T; Viana, R L; Stoop, R (2015). Macroscopic bursting in physiological networks: node or network property? New Journal of Physics, (5):055024.

Lorimer, Tom; Gomez, Floarin; Stoop, Ruedi (2015). Mammalian cochlea as a physics guided evolution-optimized hearing sensor. Scientific Reports, 5(12492):online.

Turlough, Neary; Woods, Damien (2015). Maurice Margenstern’s Contributions to the Field of Small Universal Turing Machines. In: Adamatzky, Andrew. Automata, Universality, Computation. Cham: Springer Verlag, 117-112.

Hahnloser, Richard H R (2015). Measurement and control of vocal interactions in songbirds. Journal of the Acoustical Society of America, 137(4):2250.

Indiveri, G; Liu, S-C (2015). Memory and information processing in neuromorphic systems. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings, (8):1379-1397.

Sandamirskaya, Y; Burtsev, M (2015). NARLE: Neurocognitive Architecture for the Autonomous Task Recognition, Learning, and Execution. Biologically Inspired Cognitive Architectures, 13:91-104.

Andres, D S; Cerquetti, D F; Merello, M (2015). Neural code alterations and abnormal time patterns in Parkinson's disease. Journal of Neural Engineering:1-9.

Papadimitriou, Konstantinos; Liu, Shih-Chii; Indiveri, Giacomo; Drakakis, Emmanuel M (2015). Neuromorphic log-domain silicon synapse circuits obey Bernoulli dynamics: A unifying tutorial analysis. Frontiers in Neuroscience:8:428.

Zhang, Zhe; Ferretti, Valentina; Guentan, Ilke; Moro, Alessandro; Steinberg, Eleonora A; Ye, Zhiwen; Zecharia, Anna Y; Yu, Xiao; Vyssotski, Alexei L; Brickley, Stephen G; Yustos, Raquel; Pillidge, Zoe E; Harding, Edward C; Wisden, William; Franks, Nicholas P (2015). Neuronal ensembles sufficient for recovery sleep and the sedative actions of α2 adrenergic agonists. Nature Neuroscience, 18:553-561.

Rentzeperis, I; Alexander, D M; van Leeuwen, C; Kiper, D C (2015). Orientation perception anisotropies indicate functional segregation within the color system. Journal of Vision, 15(9):13.

Ferrari, F A S; Viana, R L; Lopes, S R; Stoop, R (2015). Phase synchronization of coupled bursting neurons and the generalized Kuramoto model. Neural Networks:107-118.

Saïghi, Sylvain; Mayr, Christian G; Serrano-Gotarredona, Teresa; Schmidt, Heidemarie; Lecerf, Gwendal; Tomas, Jean; Grollier, Julie; Boyn, Sören; Vincent, Adrien F; Querlioz, Damien; La Barbera, Selina; Alibart, Fabien; Vuillaume, Dominique; Bichler, Olivier; Gamrat, Christian; Linares-Barranco, Bernabe (2015). Plasticity in memristive devices for spiking neural networks. Frontiers in Neuroscience:9:51.

Anderson, John Carl. Principles of inter-areal connections of the macaque cortex. 2015, University of Zurich, Faculty of Science.

Schneider-Mizell, Casey; Gerhard, Stephan; Longair, Mark; Kazimiers, Tom; Li, Feng; Zwaart, Maarten; Champion, Andrew; Midgley, Frank; Fetter, Richard; Saalfeld, Stephan; Cardona, Albert (2015). Quantitative neuroanatomy for connectomics in Drosophila. bioRxiv 26617, Cold Spring Harbor Laboratory.

Giulioni, Massimiliano; Corradi, Federico; Dante, Vittorio; Del Giudice, Paolo (2015). Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems. Scientific Reports, 5(14730):online.

Zai, Anja T; Bhargava, Saurabh; Mesgarani, Nima; Liu, Shih-Chii (2015). Reconstruction of audio waveforms from spike trains of artificial cochlea models. Frontiers in Neuroscience:9:347.

Villiger, Michael; Grabher, Patrick; Hepp-Reymond, Marie-Claude; Kiper, Daniel; Curt, Armin; Bolliger, Marc; Hotz-Boendermaker, Sabina; Kollias, Spyros; Eng, Kynan; Freund, Patrick (2015). Relationship between structural brainstem and brain plasticity and lower-limb training in spinal cord injury: a longitudinal pilot study. Frontiers in Human Neuroscience, 9:254.

Mostafa, Hesham; Muller, Lorenz K; Indiveri, Giacomo (2015). Rhythmic inhibition allows neural networks to search for maximally consistent states. Neural Computation, 27(12):2510-2547.

Kainz, Philipp; Burgsteiner, Harald; Asslaber, Martin; Ahammer, Helmut (2015). Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks. In: Lazaros, Iliadis; Chrisina, Jayne. Communications in Computer and Information Science. Springer: Springer, 390-400.

Stromatias, E; Neil, D; Pfeiffer, M; Galluppi, F; Furber, S; Liu, S-C (2015). Robustness of spiking deep belief networks to noise and reduced bit precision of neuro-inspired hardware platforms. Frontiers in Neuroscience, 9:222.

Kainz, P; Pfeiffer, M; Urschler, M (2015). Semantic segmentation of colon glands with deep convolutional neural networks and total variation segmentation. Computer Vision and Pattern Recognition cs.CV, Institute of Neuroinformatics.

De Havas, Jack; Ghosh, Arko; Gomi, Hiroaki; Haggard, Patrick (2015). Sensorimotor organization of a sustained involuntary movement. Frontiers in Behavioral Neuroscience:9:185.

Billing, E; Lowe, R; Sandamirskaya, Y (2015). Simultaneous planning and action: neural-dynamic sequencing of elementary behaviors in robot navigation. Adaptive Behavior, (5):243-264.

Lehmann, Sebastian J; Scherberger, Hansjoerg (2015). Spatial representations in local field potential activity of primate anterior intraparietal cortex (AIP). PLoS ONE, 10(11):e0142679.

Lagorce, Xavier; Ieng, Sio-Hoi; Clady, Xavier; Pfeiffer, Michael; Benosman, Ryad B (2015). Spatiotemporal features for asynchronous event-based data. Frontiers in Neuroscience:9:46.

Binas, J; Indiveri, G; Pfeiffer, M (2015). Spiking Analog VLSI Neuron Assemblies as Constraint Satisfaction Problem Solvers. ArXiv.org 1511.00540, Cornell University.

Mostafa, Hesham; Indiveri, Giacomo (2015). Stochastic Interpretation of Quasi-periodic Event-based Systems. ArXiv.org 1512.02930, Cornell University.

Noack, Marko; Partzsch, Johannes; Mayr, Christian G; Hänzsche, Stephan; Scholze, Stefan; Höppner, Sebastian; Ellguth, Georg; Schüffny, Rene (2015). Switched-capacitor realization of presynaptic short-term-plasticity and stop-learning synapses in 28 nm CMOS. Frontiers in Neuroscience:9:10.

Neary, Turlough; Woods, Damien (2015). Tag Systems and the Complexity of Simple Programs. In: Kari, Jarkko. Cellular Automata and Discrete Complex Systems. Heidelberg: Springer Verlag, 11-16.

Douglas, Rodney; Martin, Kevan (2015). The Brain as Potential Technology. In: Liu, Shih-Chii; Delbruck, Tobi; Indiveri, Giacomo; Whatley, Adrian; Douglas, Rodney. Event-Based Neuromorphic Systems. Chichester: John Wiley & Sons, n/a.

Andreeva, Elena (2015). The Relationship of Tuning and Noise Correlations in Macaque Auditory Cortex. Journal of Neuroscience, 35(38):12974-12976.

Neary, T (2015). Three small universal spiking neural P systems. Theoretical Computer Science, 567:2-20.

Lorimer, Tom; Gomez, Florian; Stoop, Ruedi (2015). Two universal physical principles shape the topological statistics of real-world networks. Scientific Reports, 5(12353):online.

Diehl, P U; Cook, M (2015). Unsupervised learning of digit recognition using spike-timing-dependent plasticity. IEEE Transactions on Neural Networks and Learning Systems, 26(12):2999-3008.

Diehl, Peter U; Cook, Matthew (2015). Unsupervised learning of digit recognition using spike-timing-dependent plasticity. Frontiers in Computational Neuroscience:9:99.

Gindrat, Anne-Dominique; Chytiris, Magali; Balerna, Myriam; Rouiller, Eric M; Ghosh, Arko (2015). Use-dependent cortical processing from fingertips in touchscreen phone users. Current Biology, 25(1):109-116.

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Yu, Xiao; Ye, Zhiwen; Houston, Catriona M; Zecharia, Anna Y; Ma, Ying; Zhang, Zhe; Uygun, David S; Parker, Susan; Vyssotski, Alexei L; Yustos, Raquel; Franks, Nicholas P; Brickley, Stephen G; Wisden, William (2015). Wakefulness Is Governed by GABA and Histamine Cotransmission. Neuron Glia Biology, 87(1):164-178.

Kreshuk, Anna; Funke, Jan; Cardona, Albert; Hamprecht, Fred (2015). Who Is Talking to Whom: Synaptic Partner Detection in Anisotropic Volumes of Insect Brain. In: Navab, Nassir; et al. Lecture Notes in Computer Science. Cham: Springer, 661-668.

Kainz, Philipp; Urschler, Martin; Schulter, Samuel; Wohlhart, Paul; Lepetit, Vincent (2015). You Should Use Regression to Detect Cells. In: Navab, Nassir. Lecture Notes in Computer Science. Cham: Springer, 276-283.

2014

Gapp, Katharina; Soldado-Magraner, Saray; Alvarez-Sánchez, Maria; Bohacek, Johannes; Vernaz, Grégoire; Shu, Huan; Franklin, Tamara B; Wolfer, David; Mansuy, Isabelle M (2014). Early life stress in fathers improves behavioural flexibility in their offspring. Nature Communications, 5:5466-5473.

Musall, Simon; von der Behrens, Wolfger; Mayrhofer, Johannes M; Weber, Bruno; Helmchen, Fritjof; Haiss, Florent (2014). Tactile frequency discrimination is enhanced by circumventing neocortical adaptation. Nature Neuroscience, 17(11):1567-1573.

Donati, E; Corradi, F; Stefanini, C; Indiveri, G (2014). A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI. In: Biomedical Circuits and Systems Conference (BioCAS) 2014, Lausanne, Switzerland, 22 October 2014 - 24 October 2014. Institute of Electrical and Electronics Engineers, 512 - 515.

Mandloi, Neeraj K; Bartolozzi, Chiara; Indiveri, Giacomo (2014). Smart motion sensing for autonomous robots. In: Biomedical Circuits and Systems Conference (BioCAS) 2014, Lausanne, 22 October 2014 - 24 October 2014. Institute of Electrical and Electronics Engineers, 520-523.

Corradi, F; Bontrager, D; Indiveri, G (2014). Toward neuromorphic intelligent brain-machine interfaces: An event-based neural recording and processing system. In: Biomedical Circuits and Systems Conference (BioCAS) 2014, Lausanne, Switzerland, 22 October 2014 - 24 October 2014. Institute of Electrical and Electronics Engineers, 584-587.

Andres, D S; Gomez, F; Stoop, R (2014). Alterations of the neural code in Parkinson's disease: a GPi simulation study. In: 2014 International Symposium on Nonlinear Theory and its Application (NOLTA), Luzern, Switzerland, 14 September 2014 - 18 September 2014, Proceedings of the 2014 Nonlinear Theory and its Applications (NOLTA) Symposium.

Funke, Jan; Martel, Julien N P; Gerhard, Stephan; Ciresan, Dan C; Giusti, Alessandro; Gambardella, Luca M; Schmidhuber, Jürgen; Pfister, Hanspeter; Cardona, Albert; Cook, Matthew (2014). Candidate sampling for neuron reconstruction from anisotropic electron microscopy volumes. In: Medical Image Computing and Computer Assisted Intervention (MICCAI) 2014, Boston, MA, United States of America, 14 September 2014 - 18 September 2014. Springer, 17-24.

Ferrari, F A S; Viana, R L; Stoop, R (2014). Desynchronization Transitions Caused by Random Attacks in Neural Networks. In: 2014 International Symposium on Nonlinear Theory and its Application (NOLTA), Luzern, Switzerland, 14 September 2014 - 18 September 2014, Proceedings of the 2014 Nonlinear Theory and its Applications (NOLTA) Symposium.

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Lee, Gerick M H; Fattinger, Sara; Mouthon, Anne-Laure; Noirhomme, Quentin; Huber, Reto (2013). Electroencephalogram approximate entropy influenced by both age and sleep. Frontiers in Neuroinformatics:7.33.

Villiger, Michael; Estévez, Natalia; Hepp-Reymond, Marie-Claude; Kiper, Daniel; Kollias, Spyros S; Eng, Kynan; Hotz-Boendermaker, Sabina (2013). Enhanced activation of motor execution networks using action observation combined with imagination of lower limb movements. PLoS ONE, 8(8):e72403.

Scriba, M F; Harmening, W M; Mettke-Hofmann, C; Vyssotski, A L; Roulin, A; Wagner, H; Rattenborg, N C (2013). Evaluation of two minimally invasive techniques for electroencephalogram recording in wild or freely behaving animals. Journal of Comparative Physiology A, 199(3):183-189.

Schliebs, S; Kasabov, N (2013). Evolving spiking neural networks: A Survey. Evolving Systems:online.

Martin, Kevan A C; Schröder, Sylvia (2013). Functional heterogeneity in neighboring neurons of cat primary visual cortex in response to both artificial and natural stimuli. Journal of Neuroscience, 33(17):7325-7344.

Scheffzük, C; Kukushka, V I; Vyssotski, A L; Draguhn, A; Tort, A B; Brankačk, J (2013). Global slowing of network oscillations in mouse neocortex by diazepam. Neuropharmacology, 65:123-133.

Indiveri, G; Linares-Barranco, B; Legenstein, R; Deligeorgis, G; Prodromakis, T (2013). Integration of nanoscale memristor synapses in neuromorphic computing architectures. Journal of Biomedical Nanotechnology, 24(38):384010.

Bartussek, J; Mutlu, A K; Zapotocky, M; Fry, S N (2013). Limit-cycle-based control of the myogenic wingbeat rhythm in the fruit fly Drosophila. Journal of the Royal Society Interface, 10(80)(20121013):10.

Scriba, M F; Ducrest, A L; Henry, I; Vyssotski, A L; Rattenborg, N C; Roulin, A (2013). Linking melanism to brain development: expression of a melanism-related gene in barn owl feather follicles covaries with sleep ontogeny. Frontiers in Zoology, 10:42.

Scott, N; Kasabov, N; Indiveri, G (2013). NeuCube neuromorphic framework for spatio-temporal brain data and its python implementation. In: Lee, Minho; Hirose, Akira; Hou, Zeng-Guang; Kil, Rhee Man. Neural Information Processing. Berlin, Germany: Springer, 78-84.

Martignoli, Stefan; Gomez, Florian; Stoop, Ruedi (2013). Pitch sensation involves stochastic resonance. Scientific Reports, 3:2676.

Betizeau, Marion; Cortay, Veronique; Patti, Dorothée; Pfister, Sabina; Gautier, Elodie; Bellemin-Ménard, Angèle; Afanassieff, Marielle; Huissoud, Cyril; Douglas, Rodney J; Kennedy, Henry; Dehay, Colette (2013). Precursor diversity and complexity of lineage relationships in the outer subventricular zone of the primate. Neuron, 80(2):442-457.

Sydekum, E; Ghosh, A; Gullo, M; Baltes, C; Schwab, M E; Rudin, M (2013). Rapid functional reorganization of sensory-motor cortex after thoracic spinal cord injury in adult rats. NeuroImage, 87:72-79.

Lehmann, S J; Scherberger, H (2013). Reach and gaze representations in macaque parietal and premotor grasp areas. Journal of Neuroscience, 33(16):7038-7049.

O'Connor, P; Neil, D; Liu, S C; Delbruck, T; Pfeiffer, M (2013). Real-time classification and sensor fusion with a spiking deep belief network. Frontiers in Neuroscience:7:178.

Pfister, Sabina Sara; Betizeau, Marion; Dehay, Colette; Douglas, Rodney (2013). Robust 3D cell segmentation by local region growing in convex volumes. Proceedings of the International Symposium on Biomedical Imaging:426-431.

Serrano-Gotarredona, Teresa; Masquelier, Timothée; Prodromakis, Themistoklis; Indiveri, Giacomo; Linares-Barranco, Bernabe (2013). STDP and STDP variations with memristors for spiking neuromorphic learning systems. Frontiers in Neuroscience:7:2.

Gerhard, Stephan; Funke, Jan; Martel, Julien; Cardona, Albert; Fetter, Richard (2013). Segmented anisotropic ssTEM dataset of neural tissue. London, UK: figshare.

Zubler, Frederic; Hauri, Andreas; Pfister, Sabina; Bauer, Roman; Anderson, John C; Whatley, Adrian M; Douglas, Rodney J (2013). Simulating cortical development as a self constructing process: A novel multi-scale approach combining molecular and physical aspects. PLoS Computational Biology, 9(8):e1003173.

Ghosh, Arko; Wyss, Matthias T; Weber, Bruno (2013). Somatotopic astrocytic activity in the somatosensory cortex. Glia, 61(4):601-610.

Sheik, S; Pfeiffer, M; Stefanini, F; Indiveri, G (2013). Spatio-temporal spike pattern classification in neuromorphic systems. In: Lepora, Nathan F; Mura, Anna; Krapp, Holger G; Verschure, Paul F M J; Prescott, Tony J. Biomimetic and Biohybrid Systems. Berlin: Springer, 262-273.

Neftci, Emre; Binas, Jonathan; Rutishauser, Ueli; Chicca, Elisabetta; Indiveri, Giacomo; Douglas, Rodney J (2013). Synthesizing cognition in neuromorphic electronic systems. Proceedings of the National Academy of Sciences of the United States of America, 110(37):E3468-E3476.

da Costa, N M (2013). The diversity of thalamorecipient spine morphology in cat visual cortex and its implication for synaptic plasticity. Journal of Comparative Neurology, 521(9):2058-2066.

Martin, Kevan A C; Spühler, Isabelle A (2013). The fine structure of the dopaminergic innervation of area 10 of macaque prefrontal cortex. European Journal of Neuroscience, 37(7):1061-1071.

Mendez-Balbuena, I; Naranjo, J R; Wang, X; Andrykiewicz, A; Huethe, F; Schulte-Moenting, J; Hepp-Reymond, M C (2013). The strength of the corticospinal coherence depends on the predictability of modulated isometric forces. Journal of Neurophysiology, 109(6):1579-1588.

Mohemmed, A; Schliebs, S; Matsuda, S; Kasabov, N (2013). Training spiking neural networks to associate spatio-temporal input-output spike patterns. Neurocomputing, 107:3-10.

Hahnloser, Richard H R; Ganguli, Surya (2013). Vocal learning with inverse models. In: Quiroga, Rodrigo Quian; Panzeri, Stefano. Principles of Neural Coding. CRC Press: CRC Press, 547-564.

Zimmermann, Raphael; Marchal-Crespo, L; Lambercy, O; Fluet, M C; Metzger, J C; Edelmann, J; Brand, J; Eng, K; Riener, R; Wolf, M; Gassert, R (2013). What’s Your next move? Detecting movement intention for stroke rehabilitation. In: Guger, C; Allsion, B Z; Edlinger, G. Brain-Computer Interface Research: A State-of-the-Art Summary. Berlin: Springer, 23-37.

2012

Corradi, F; Giulioni, M (2012). Learning to recognize visual stimuli in neuromorphic VLSI. In: 2012 IEEE Biomedical Circuits and Systems Conference (BioCAS), Hsinchu, Taiwan, 28 November 2012 - 30 November 2012. IEEE, 90.

Mohemmed, Ammar; Lu, Guoyu; Kasabov, Nikola (2012). Evaluating SPAN incremental learning for handwritten digit recognition. In: 19th International Conference on Neural Information Processing (ICONIP2012), Doha, Qatar, 12 November 2012 - 15 November 2012. Springer, 670-677.

Kasabov, N (2012). Evolving spiking neural networks for spatio and spectro-temporal pattern recognition. In: 2012 6th IEEE International Conference Intelligent Systems (IS), Sofia, Bulgaria, 6 September 2012 - 8 September 2012. IEEE, 27-32.

Schüle, M; Stoop, Ruedi (2012). Computational aspects of elementary cellular automata. In: 20th edition of the Nonlinear Dynamics of Electronic Systems, NDES 2012, Wolfenbuettel, Germany, 11 July 2012 - 13 July 2012. IEEE, 1-4.

Stoop, Ruedi; Stoop, Ralph; Bunimovich, Leonid A (2012). Flies outsmart men. In: 20th edition of the Nonlinear Dynamics of Electronic Systems, NDES 2012, Wolfenbuettel, Germany, 11 July 2012 - 13 July 2012. IEEE, 194-197.

Gomez, Florian; Stoop, Ruedi (2012). Tuning the Hopf Cochlea towards listening. In: 20th edition of the Nonlinear Dynamics of Electronic Systems, NDES 2012, Wolfenbuettel, Germany, 11 July 2012 - 13 July 2012. IEEE, 1-4.

Neftci, Emre; Binas, Jonathan; Chicca, Elisabetta; Indiveri, Giacomo; Douglas, Rodney (2012). Systematic construction of finite state automata using VLSI spiking neurons. In: Living Machines 2012 - The international Conference on Biomimetic and Biohybrid Systems, Barcelona, Spain, 9 July 2012 - 12 July 2012. Springer, 382-383.

Saalfeld, Stephan; Fetter, Richard; Cardona, Albert; Tomancak, Pavel (2012). Elastic volume reconstruction from series of ultra-thin microscopy sections. Nature Methods, 9(7):717-720.

Andres, Daniela; Cerquetti, Daniel; Merello, Marcelo (2012). The relevance of the neural code in the Basal Ganglia for the treatment of Parkinson's disease: Beyond the rate and pattern models. In: Yoshida, Chiyo; Ito, Ami. Parkinson's Disease: Diagnosis, Treatment and Prognosis. New York, USA: Nova Science Publishers, 99-120.

Stoop, R; Gomez, F (2012). Desired sounds form tuning a complex network of nonlinear Hopf Nodes. In: IFAC CHAOS Conference, Cancun, Mexico, 19 June 2012 - 22 June 2012. International Federation of Automatic Control, 70-74.

Funke, Jan; Andres, Bjoern; Hamprecht, Fred A; Cardona, Albert; Cook, Matthew (2012). Efficient automatic 3D-reconstruction of branching neurons from EM data. In: Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, 16 June 2012 - 21 June 2012. I E E E Computer Society, 1004 - 1011.

Sheik, Sadique; Chicca, Elisabetta; Indiveri, Giacomo (2012). Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. In: IEEE International Joint Conference on Neural Networks (IJCNN) 2012, Brisbane, Australia, 10 June 2012 - 15 June 2012. IEEE, 1-6.

Corneil, D; Sonnleithner, D; Neftci, E; Chicca, E; Cook, M; Indiveri, G; Douglas, R (2012). Function approximation with uncertainty propagation in a VLSI spiking neural network. In: IEEE International Joint Conference on Neural Networks (IJCNN) 2012, Brisbane, Australia, 10 June 2012 - 15 June 2012. IEEE, 1-7.

Mohemmed, A; Kasabov, N (2012). Incremental learning algorithm for spike pattern classification. In: IEEE World Congress on Computational Intelligence (WCCI 2012), Brisbane, Australia, 10 June 2012 - 15 June 2012. IEEE, 1227-1232.

Jug, Florian; Cook, Matthew; Steger, Angelika (2012). Recurrent competitive networks can learn locally excitatory topologies. In: IEEE International Joint Conference on Neural Networks (IJCNN) 2012, Brisbane, Australia, 10 June 2012 - 15 June 2012. IEEE, 1-8.

Yang, M H; Liu, S C; Li, C H; Delbruck, T (2012). Addressable current reference array with 170dB dynamic range. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2012, Seoul, South Korea, 20 May 2012 - 23 May 2012, 3110-3113.

Katz, M; Nikolic, K; Delbruck, T (2012). Live demonstration: Behavioural emulation of event-based vision sensors. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2012, Seoul, South Korea, 20 May 2012 - 23 May 2012, 741-745.

Lee, J; Delbruck, T; Park, P K J; Pfeiffer, M; Shin, C W; Ryu, H; Kang, B C (2012). Live demonstration: Gesture-Based remote control using stereo pair of dynamic vision sensors. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2012, Seoul, South Korea, 20 May 2012 - 23 May 2012, 736-740.

Corneil, D; Sonnleithner, D; Neftci, E; Chicca, E; Cook, M; Indiveri, G; Douglas, R (2012). Real-time inference in a VLSI spiking neural network. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2012, Seoul, South Korea, 20 May 2012 - 23 May 2012, 2425-2428.

Li, C H; Delbruck, T; Liu, S C (2012). Real-time speaker identification using the AEREAR2 event-based silicon cochlea. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2012, Seoul, South Korea, 20 May 2012 - 23 May 2012, 1159-1162.

Yan, L; Chen, K; Gomez, F; Stoop, R (2012). Measuring the Exposure to Sound Samples in Subjective Experiments. In: Acoustics 2012, Hong Kong, China, 13 May 2012 - 18 May 2012, Journal of the Acoustical Society of America.

Sonnleithner, D; Indiveri, G (2012). A real-time event-based selective attention system for active vision. In: Rückert, Ulrich; Sitte, Joaquin; Werner, Felix. Advances in Autonomous Mini Robots. Berlin, Germany: Proceedings of the 6-th AMiRE Symposium, 205-219.

Slaney, M; Agus, T; Liu, S C; Kaya, M; Elhilali, M (2012). A model of attention-driven scene analysis. In: 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, Tokyo, Japan, 25 March 2012 - 30 March 2012. Institute of Electrical and Electronics Engineers, 145-148.

Schüle, M; Stoop, R (2012). A full computation-relevant topological dynamics classification of elementary cellular automata. Chaos (Woodbury, N.Y.), 22(4):043143.

Wang, Y-X; Liu, S-C (2012). Active processing of spatio-temporal input patterns in silicon dendrites. IEEE Transactions on Biomedical Circuits and Systems, PP(99):1.

Lesku, J A; Rattenborg, N C; Valcu, M; Vyssotski, A L; Kuhn, S; Kuemmeth, F; Heidrich, W; Kempenaers, B (2012). Adaptive sleep loss in polygynous pectoral sandpipers. Science, 337(6102):1654-1658.

Douglas, Rodney J; Martin, Kevan A C (2012). Behavioral architecture of the cortical sheet. Current Biology, 22(24):R1033-R1038.

Rutishauser, U; Slotine, J J; Douglas, R J (2012). Competition through selective inhibitory synchrony. Neural Computation, 24(8):2033-2052.

Schliebs, S; Fiasché, M; Kasabov, N (2012). Constructing robust liquid state machines to process highly variable data streams. Artificial Neural Networks and Machine Learning (ICANN 2012), Springer(7552):604-611.

Brankačk, J; Scheffzük, C; Kukushka, V I; Vyssotski, A L; Tort, A B; Draguhn, A (2012). Distinct features of fast oscillations in phasic and tonic rapid eye movement sleep. Journal of Sleep Research, 21(6):630-633.

Neftci, Emre O; Toth, B; Indiveri, Giacomo; Abarbanel, H (2012). Dynamic state and parameter estimation applied to neuromorphic systems. Neural Computation, 24(7):1669-1694.

Medici, V; Fry, S N (2012). Embodied linearity of speed control in Drosophila melanogaster. Journal of the Royal Society Interface, 9(77):3260-3267.

Sheik, S; Coath, M; Indiveri, G; Denham, S L; Wennekers, T; Chicca, E (2012). Emergent auditory feature tuning in a real-time neuromorphic VLSI system. Frontiers in Neuroscience:6:17.

Kobashi, N; Holper-Nellen, Lisa; Scholkmann, Felix; Kiper, D; Eng, K (2012). Enhancement of motor imagery-related cortical activation during first-person observation measured by functional near-infrared spectroscopy. European Journal of Neuroscience, 35(9):1513-1521.

Delbruck, T; Liu, S-C (2012). Event-based silicon retinas and cochleas. In: Barth, F G; Humphrey, J A C; Srinivasan, M V. Frontiers in Sensing - From Biology to Engineering. Wien, Austria: Springer, 87-100.

Kasabov, N (2012). Evolving spiking neural networks and neurogenetic systems for spatio-and spectro-temporal data modelling and pattern recognition. In: Liu, Jing; Alippi, Cesare; Bouchon-Meunier, Bernadette; Greenwood, Garrison W; Abbass, Hussein A. Advances in Computational Intelligence. Berlin Heidelberg, Germany: Springer, 234-260.

Ohana, O; Portner, H; Martin, K A C (2012). Fast recruitment of recurrent inhibition in the cat visual cortex. PLoS ONE, 7(7):e40601.

Schindelin, Johannes; Arganda-Carreras, Ignacio; Frise, Erwin; Kaynig, Verena; Longair, Mark; Pietzsch, Tobias; Preibisch, Stephan; Rueden, Curtis; Saalfeld, Stephan; Schmid, Benjamin; Tinevez, Jean-Yves; James White, Daniel; Hartenstein, Volker; Eliceiri, Kevin; Tomancak, Pavel; Cardona, Albert (2012). Fiji: an open-source platform for biological-image analysis. Nature Methods, 9(7):676-682.

Sachs, G; Traugott, J; Nesterova, A P; Dell'omo, G; Kümmeth, F; Heidrich, W; Vyssotski, A L; Bonadonna, F (2012). Flying at no mechanical energy cost: disclosing the secret of wandering albatrosses. PLoS ONE, 7(9):e41449.

Häring, Florian. Functional and morphological aspects of paraHVC (pHVC) in songbirds - a cerebral cluster of estrogen-accumulating cells and neurons connected to brain-structures important for learning and reproducing vocalizations. 2012, University of Zurich, Faculty of Medicine.

Zecharia, A Y; Yu, X; Götz, T; Ye, Z; Carr, D R; Wulff, P; Bettler, B; Vyssotski, A L; Brickley, S G; Franks, N P; Wisden, W (2012). GABAergic inhibition of histaminergic neurons regulates active waking but not the sleep-wake switch or propofol-induced loss of consciousness. Journal of Neuroscience, 32(38):13062-13075.

Ghosh, A; Peduzzi, S; Snyder, M; Schneider, R; Starkey, M; Schwab, M E (2012). Heterogeneous spine loss in layer 5 cortical neurons after spinal cord injury. Cerebral Cortex, 22(6):1309-1317.

Mendez-Balbuena, I; Manjarrez, E; Schulte-Mönting, J; Huethe, F; Tapia, J A; Hepp-Reymond, M C; Kristeva, R (2012). Improved sensorimotor performance via stochastic resonance. Journal of Neuroscience, 32(36):12612-12618.

Kasabov, N (2012). NeuCube EvoSpike architecture for Spatio-temporal modelling and pattern recognition of brain signals. In: Mana, Nadia; Schwenker, Friedhelm; Trentin, Edmondo. Artificial Neural Networks in Pattern Recognition. Berlin, Germany: Springer, 225-243.

Landsman, Alexandra S; Neftci, Emre; Muir, Dylan R (2012). Noise robustness and spatially-patterned synchronization of cortical oscillators. New Journal of Physics, 14:123031.

Dhoble, K; Nuntalid, N; Indiveri, G; Kasabov, N (2012). Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning. Proceedings of the International Joint Conference on Neural Networks:554-560.

Pfeiffer, M; Hartbauer, M; Lang, A; Maass, W; Römer, H (2012). Probing real sensory worlds of receivers with unsupervised clustering. PLoS ONE, 7(6):e37354.

Rentzeperis, I; Nikolaev, A R; Kiper, D C; Van der Leuwen, C (2012). Relationship between neural response and adaptation selectivity to form and color: an ERP study. Frontiers in Human Neuroscience:6:89.

Mohemmed, A; Schliebs, S; Matsuda, S; Kasabov, N (2012). SPAN: spike pattern association neuron for learning spatio-temporal sequences. International journal of neural systems, 22(4):1250012.

Stoop, R; Martignoli, S; Benner, P; Stoop, R L; Uwate, Y (2012). Shrimps: Occurence, Scaling and Relevance. International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, 22(10):1230032.

Delbruck, T; Liu, S-C (2012). Spiking silicon retinas and cochleas for vision and audition. In: Barth, Friedrich G; Humphrey, Joseph A C; Srinivasan, Mandyam V. Frontiers in Sensing - From Biology to Engineering. Springer: Springer, 88-99.

Lyamin, O I; Kosenko, P O; Vyssotski, A L; Lapierre, J L; Siegel, J M; Mukhametov, L M (2012). Study of sleep in a walrus. Doklady biological sciences : proceedings of the Academy of Sciences of the USSR, Biological sciences sections / translated from Russian, 444(1):188-191.

Daducci, Alessandro; Gerhard, Stephan; Griffa, Alessandra; Lemkaddem, Alia; Cammoun, Leila; Gigandet, Xavier; Meuli, Reto; Hagmann, Patric; Thiran, Jean-Philippe (2012). The Connectome Mapper: an open-source processing pipeline to map connectomes with MRI. PLoS ONE, 7(12):e48121.

Sejnowski, T; Delbruck, T (2012). The language of the brain. Scientific American Mind, (307):54-59.

Kiper, D; Gegenfutner, K R (2012). The treatment of color in extrastriate cortex. In: Chalupa, L M; Werner, J S. The Visual Neurosciences. Cambridge, USA: The MIT Press, n/a.

Cardona, Albert; Saalfeld, Stephan; Schindelin, Johannes; Arganda-Carreras, Ignacio; Preibisch, Stephan; Longair, Mark; Tomancak, Pavel; Hartenstein, Volker; Douglas, Rodney J (2012). TrakEM2 software for neural circuit reconstructions. PLoS ONE, 7(6):e38011.

Holper, L; Kobashi, N; Kiper, D; Scholkmann, F; Wolf, M; Eng, K (2012). Trial-to-trial variability differentiates motor imagery during observation between low versus high responders: a functional near-infrared spectroscopy study. Behavioural Brain Research, 229(1):29-40.

2011

Zubler, F; Hauri, A; Pfister, S; Whatley, A M; Cook, M; Douglas, R (2011). An instruction language for self-construction in the context of neural networks. Frontiers in Computational Neuroscience:5:57.

Kasabov, N; Schliebs, R; Kojima, H (2011). Probabilistic computational neurogenetic modeling. IEEE Transactions on Autonomous Mental Development, 3(4):300-311.

Scheffzük, C; Kukushka, V I; Vyssotski, A L; Draguhn, A; Tort, A B L; Brankačk, J (2011). Selective coupling between theta phase and neocortical fast gamma oscillations during REM-sleep in mice. PLoS ONE, 6(12):e28489.

Kasabov, N; Dhoble, K; Nuntalid, N; Mohemmed, A (2011). Evolving Probabilistic Spiking Neural Networks for Spatio-temporal Pattern Recognition. In: 18th International Conference on Neural Information Processing (ICONIP 2011), Shanghai, China, 13 November 2011 - 17 November 2011. Springer, 230-239.

Moradi, S; Indiveri, G (2011). A VLSI network of spiking neurons with an asynchronous static random access memory. In: IEEE Biomedical Circuits and Systems Conference (BioCAS) 2011, San Diego, USA, 10 November 2011 - 12 November 2011. Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), 2011, 277 - 280.

Abdollahi, M; Liu, S-C (2011). Speaker-independent isolated digit recognition using an AER silicon cochlea. In: IEEE Biomedical Circuits and Systems Conference (BioCAS) 2011, San Diego, USA, 10 November 2011 - 12 November 2011. Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), 2011, 269-272.

Drazen, D; Lichtsteiner, P; Hafliger, P; Delbruck, T; Jensen, A (2011). Toward real-time particle tracking using an event-based dynamic vision sensor. Experiments in Fluids, 51(5):1465-1469.

Townsend, B R; Subasi, E; Scherberger, H (2011). Grasp movement decoding from premotor and parietal cortex. Journal of Neuroscience, 31(40):14386-14398.

Mill, R; Sheik, S; Indiveri, G; Denham, S L (2011). A model of stimulus-specific adaptation in neuromorphic analog VLSI. IEEE Transactions on Biomedical Circuits and Systems, 5(5):413-419.

Muir, D R; Da Costa, N M A; Girardin, C C; Naaman, S; Omer, D B; Ruesch, E; Grinvald, A; Douglas, R J (2011). Embedding of cortical representations by the superficial patch system. Cerebral Cortex, 21(10):2244-2260.

Indiveri, G; Horiuchi, T K (2011). Frontiers in neuromorphic engineering. Frontiers in Neuroscience, 5:118.

Heiberger, L; Maurer, C; Amtage, F; Mendez-Balbuena, I; Schulte-Mönting, J; Hepp-Reymond, M-C; Kristeva, R (2011). Impact of a weekly dance class on the functional mobility and on the quality of life of individuals with parkinson’s disease. Frontiers in Aging Neuroscience:3:14.

Blättler, F; Hahnloser, Richard H R (2011). An efficient coding hypothesis links sparsity and selectivity of neural responses. PLoS ONE, 6(10):e25506.

Mohemmed, A; Schliebs, S; Matsuda, S; Kasabov, N (2011). Method for Training a Spiking Neuron to Associate Input-Output Spike Trains. In: 12th INNS EANN-SIG International Conference, Corfu, Greece, 15 September 2011 - 18 September 2011. Springer, 219-228.

Sulzer, J S; Chib, V S; Hepp-Reymond, M C; Gassert, R (2011). BOLD correlations to force in precision grip. In: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Boston, MA, USA, 30 August 2011 - 3 September 2011. IEEE, 2342-2346.

Wang, Y; Liu, S-C (2011). A two-dimensional configurable active silicon dendritic neuron array. IEEE Transactions on Circuits and Systems - Part I: Regular Papers, 58(9):2159-2171.

Longair, M H; Baker, D A; Armstrong, J D (2011). Simple neurite tracer. Bioinformatics, 27(17):2453-2454.

Douglas, R J; Martin, K A C (2011). What’s black and white about the grey matter? Neuroinformatics, 9(2-3):167-179.

Lesku, J A; Vyssotski, A L; Martinez-Gonzalez, D; Wilzeck, C; Rattenborg, N C (2011). Local sleep homeostasis in the avian brain. Proceedings of the Royal Society B: Biological Sciences, 278(1717):2419-2428.

Lesku, J A; Meyer, L C R; Fuller, A; Maloney, S K; Dell'Omo, G; Vyssotski, A L; Rattenborg, N C (2011). Ostriches sleep like platypuses. PLoS ONE, 6(8):e23203.

Anderson, J C; Kennedy, H; Martin, K A C (2011). Pathways of attention: synaptic relationships of frontal eye field to V4, lateral intraparietal cortex, and area 46 in macaque monkey. Journal of Neuroscience, 31(30):10872-10881.

Naie, K; Hahnloser, Richard H R (2011). Regulation of learned vocal behavior by an auditory motor cortical nucleus in juvenile zebra finches. Journal of Neurophysiology, 106(1):291-300.

Brand, J; Geisseler, O; Holper, L; Hepp-Reymond, M C; Morari, M; Kiper, D; Eng, K (2011). The Effects of Manipulation of Visual Feedback in Virtual Reality on Cortical Activity. In: 2011 International Conference on Virtual Rehabilitation (ICVR), Zurich, Switzerland, 27 June 2011 - 29 June 2011, IEEE.

Villiger, M; Hepp-Reymond, M C; Pyk, P; Kiper, D; Eng, K; Spillman, J; Meilick, B; Estevez, N; Kollias, S S; Curt, A; Hotz-Boendermaker, S (2011). Virtual reality rehabilitation system for neuropathic pain and motor dysfunction in spinal cord injury patients. In: ICVR 2011: 9th International Conference on Virtual Rehabilitation (ICVR), Zurich, CH, 27 June 2011 - 29 June 2011, online.

Bartolozzi, C; Rea, F; Clercq, C; Hofstätter, M; Fasnacht, D B; Indiveri, G; Metta, G (2011). Embedded neuromorphic vision for humanoid robots. In: CVPR 2011 WORKSHOPS / IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, USA, 20 June 2011 - 25 June 2011. Institute of Electrical and Electronics Engineers, 129-135.

Omran, Sherif Abdellatif; Lai, Waikong; Büchler, M; Dillier, N (2011). Semitone frequency mapping to improve music representation for nucleus cochlear implants. EURASIP Journal on Audio, Speech and MusicProcessing, 2011:2.

Cook, M; Jug, F; Krautz, C (2011). Neuronal projections can be sharpened by a biologically plausible learning mechanism. In: Artificial Neural Networks and Machine Learning - ICANN 2011, Espoo, Finland, 14 June 2011 - 17 June 2011. Artificial Neural Networks and Machine Learning-ICANN 2011, 101-108.

Hotz-Boendermaker, S; Hepp-Reymond, M-C; Curt, A; Kollias, S S (2011). Movement observation activates lower limb motor networks in chronic complete paraplegia. Neurorehabilitation and Neural Repair, 25(5):469-476.

Martin, K A C (2011). Neuroanatomy: uninhibited connectivity in neocortex? Current Biology, 21(11):R425-R427.

Bartolozzi, C; Mandloi, N K; Indiveri, G (2011). Attentive motion sensor for mobile robotic applications. In: International Symposium on Circuits and Systems (ISCAS) 2011, Rio de Janeiro, Brazil, 15 May 2011 - 18 May 2011. IEEE, 2813-2816.

Abshire, P; Bermak, A; Berner, R; Cauwenberghs, G; Chen, S; Christen, J B; Constandinou, T; Culurciello, E; Dandin, M; Datta, T; Delbruck, T; Dudek, P; Eftekhar, A; Etienne-Cummings, R; Indiveri, G; Law, M K; Linares-Barranco, B; Tapson, J; Tang, W; Zhai, Y (2011). Confession Session: Learning from others mistakes. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2011, Rio de Janeiro, Brazil, 15 May 2011 - 18 May 2011. IEEE, 1149-1162.

Finger, H; Liu, S C (2011). Estimating the location of a sound source with a spike-timing localization algorithm. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2011, Rio de Janeiro, Brazil, 15 May 2011 - 18 May 2011. IEEE, 2461-2464.

Wang, Y; Liu, S C (2011). Mismatch reduction through dendritic nonlinearities in a 2D silicon dendritic neuron array. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2011, Rio de Janeiro, Brazil, 15 May 2011 - 18 May 2011. IEEE, 677-680.

Sheik, S; Stefanini, F; Neftci, E; Chicca, E; Indiveri, G (2011). Systematic configuration and automatic tuning of neuromorphic systems. In: IEEE International Symposium on Circuits and Systems (ISCAS) 2011, Rio de Janeiro, Brazil, 15 May 2011 - 18 May 2011. IEEE, 873-876.

Boahen, K; Wang, Y; Wijekoon, J; Serrano-Gotarredona, T; Saighi, S; Folowosele, F; Hynna, K; Arthur, J; Cauwenberghs, G; Schemmel, J; Renaud, S; Häfliger, P; Dudek, P; Liu, S-C; Delbruck, T; Etienne-Cummings, R; van Schaik, A; Hamilton, T J; Linares-Barranco, B; Indiveri, G (2011). Neuromorphic Silicon Neuron Circuits. Frontiers in Neuroscience:5:73.

August, K G; Guidali, M; Sellathurai, M; Jenu, S; Bleichenbacher, D; Klamroth-Marganska, V; Adamovich, S V; Riener, R (2011). A system for sensory motor rehabilitation of the upper limb with virtual reality, exoskeleton robot, and real objects. In: Conference on Technologies for Practical Robot Applications (TePRA) 2011, Woburn, MA, 11 April 2011. IEEE, 54-63.

August, K G; Guidali, M; Sellathurai, M; Hepp-Reymond, M C; Adamovich, S V; Riener, R (2011). Virtual reality, robot, and object touch. In: 2011 IEEE 37th Annual Northeast Bioengineering Conference (NEBEC), Troy, NY, USA, 1 April 2011 - 3 April 2011. IEEE, 1-2.

Oberti, D; Kirschmann, M A; Hahnloser, Richard H R (2011). Projection neuron circuits resolved using correlative array tomography. Frontiers in Neuroscience:5:50.

Fasnacht, D B; Indiveri, G (2011). A PCI based high-fanout AER mapper with 2 GiB RAM look-up table, 0.8 µs latency and 66MHz output event-rate. In: 45th Annual Conference on Information Sciences and Systems 2011, Baltimore, MD, 23 March 2011 - 25 March 2011. IEEE, 1-6.

Sonnleithner, D; Indiveri, G (2011). A neuromorphic saliency-map based active vision system. In: 45th Annual Conference on Information Sciences and Systems (CISS 2011), Baltimore, MD, USA, 23 March 2011 - 25 March 2011. IEEE, 1-6.

Omran, S (2011). Detecting diagonal activity to quantify harmonic structure preservation with cochlear implant mapping. International Journal of Robotics and Automation, 1(5):100-112.

Rutishauser, U; Douglas, R J; Slotine, J J (2011). Collective stability of networks of winner-take-all circuits. Neural Computation, 23(3):735-773.

da Costa, N M; Martin, K A C (2011). How thalamus connects to spiny stellate cells in the cat's visual cortex. Journal of Neuroscience, 31(8):2925-2937.

Römer, H; Lang, A; Pfeiffer, M; Hartbauer, M (2011). A cost-benefit analysis of public and private communication. Communicative & Integrative Biology, 4(1):106-108.

Neftci, E; Chicca, E; Indiveri, G; Douglas, R (2011). A Systematic Method for Configuring VLSI Networks of Spiking Neurons. Neural Computation, 23(10):2457-2497.

Kern, A; Martignoli, S; Mathis, W; Steeb, W H; Stoop, R L; Stoop, R (2011). Analysis of the “Sonar Hopf” Cochlea. Sensors, 11(6):5808-5818.

Berner, R; Delbruck, T (2011). Event-Based pixel sensitive to changes of color and brightness. Circuits and Systems I: Regular Papers, IEEE Transactions on, 58(7):1581-1590.

Muir, D R; Douglas, R J (2011). From neural arbors to daisies. Cerebral Cortex, 21(5):1118-1133.

Stoop, R; Joller, J (2011). Mesocopic comparison of complex networks based on periodic orbits. Chaos, 21(1):016112.

Anderson, J C; Kennedy, H; Martin, K A (2011). Pathways of attention: synaptic relationships of frontal eye field to V4, lateral intraparietal cortex, and area 46 in macaque monkey. Journal of Neuroscience, 31(30):10872-10881.

Kern, A; Stoop, R (2011). Principles and typical computational limitations of sparse speaker separation based on deterministic speech features. Neural Computation, 23(9):2358-2389.

Gomez, F; Stoop, R (2011). Quantitative Assessment of the Log-Log-Step Method for Pattern Detection in Noise-Prone Environments. PLoS ONE, 6(12):e28107.

Mitgutsch, C; Wimmer, C; Sánchez-Villagra, M R; Hahnloser, Richard; Schneider, R A (2011). Timing of ossification in duck, quail, and zebra finch: intraspecific variation, heterochronies, and life history evolution. Zoological science, 28:491-500.

Moraud, Eduardo M; Chicca, Elisabetta (2011). Toward Neuromorphic Odor Tracking: Perspectives for space exploration. Acta Futura, 4:9-19.

Yu, N; Estévez, N; Hepp-Reymond, M-C; Kollias, S S; Riener, R (2011). fMRI assessment of upper extremity related brain activation with an MRI-compatible manipulandum. International Journal of Computer Assisted Radiology and Surgery, 6(3):447-455.

2010

Ondracek, J M; Willuhn, I; Steiner, H; West, A R (2010). Interactions between procedural learning and cocaine exposure alter spontaneous and cortically evoked spike activity in the dorsal striatum. Frontiers in Neuroscience, 4:206.

Beyeler, M; Stefanini, F; Proske, H; Galizia, G; Chicca, E (2010). Exploring olfactory sensory networks: Simulations and hardware emulation. In: 2010 IEEE Biomedical Circuits and Systems Conference (BioCAS), Paphos, Cyprus, 3 November 2010 - 5 November 2010. IEEE, 270-273.

Graetzel, C F; Nelson, B J; Fry, S N (2010). Frequency response of lift control in Drosophila. Journal of the Royal Society Interface, 7(52):1603-1616.

Finger, H; Ruvolo, P; Liu, S C; Movellan, J R (2010). Approaches and Databases for Online Calibration of Binaural Sound Localization for Robotic Heads. In: Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference, Taipei, Taiwan, 18 October 2010 - 22 October 2010. IEEE, 4340-4345.

da Costa, N M; Fuersinger, D; Martin, K A C (2010). The synaptic organization of the claustral projection to the cat's visual cortex. Journal of Neuroscience, 30(39):13166-13170.

Stoop, R; Benner, P; Uwate, Y (2010). Real-world existence and origins of the spiral organization of shrimp-shaped domains. Physical Review Letters, 105(7):e074102.

Jaeckel, D; Moeckel, R; Liu, S C (2010). Sound recognition with spiking silicon cochlea and Hidden Markov Models. In: Ph.D. Research in Microelectronics and Electronics (PRIME), 2010 Conference, Berlin, 18 July 2010 - 21 July 2010.

Martignoli, S; Stoop, R (2010). Local cochlear correlations of perceived pitch. Physical Review Letters, 105(4):048101-4pp.

Saalfeld, S; Cardona, A; Hartenstein, V; Tomancak, P (2010). As-rigid-as-possible mosaicking and serial section registration of large ssTEM datasets. Bioinformatics, 26(12):i57-i63.

Delbruck, T; Berner, R; Lichtsteiner, P; Dualibe, C (2010). 32-bit Configurable bias current generator with sub-off-current capability. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010, 1647-1650.

Indiveri, G; Neftci, E (2010). A Device Mismatch Compensation Method for VLSI Neural Networks. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010. IEEE, 262-265.

Liu, S C; van Schaik, A; Minch, B A; Delbruck, T (2010). Event-based 64-channel binaural silicon cochlea with Q enhancement mechanisms. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010. IEEE, 2027-2030.

Berner, R; Delbruck, T (2010). Event-based color change pixel in standard CMOS. In: ircuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010, 349-352.

Chakrabartty, S; Liu, S C (2010). Exploiting Spike-based Dynamics in a Silicon Cochlea for Speaker Identification. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010. IEEE, 513-516.

Delbruck, T; Koch, T; Berner, R; Hermansky, H (2010). Fully integrated 500uW speech detection wake-up circuit. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010, 2015-2018.

Wang, Y; Liu, S C (2010). Motion detection using an aVLSI network of spiking neurons. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010. IEEE, 93-96.

Indiveri, G; Stefanini, F; Chicca, E (2010). Spike-based learning with a generalized integrate and fire silicon neuron. In: 2010 IEEE International Symposium on Circuits and Systems (ISCAS 2010), Paris, FR, 30 May 2010 - 2 June 2010. Institute of Electrical and Electronics Engineers Corporation (IEEE), 1951-1954.

Neftci, Emre; Chicca, Elisabetta; Cook, Matthew; Douglas, Rodney (2010). State-dependent sensory processing in networks of VLSI spiking neurons. In: 2010 IEEE International Symposium on Circuits and Systems (ISCAS), Paris, France, 30 May 2010 - 2 June 2010. IEEE Xplore, 2789-2792.

Liu, S C; Mesgarani, N; Harris, J; Hermansky, H (2010). The Use of Spike-Based Representations for Hardware Audition Systems. In: Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium, Paris, France, 30 May 2010 - 2 June 2010. IEEE, 505-508.

Cardona, A; Saalfeld, S; Arganda, I; Pereanu, W; Schindelin, J; Hartenstein, V (2010). Identifying neuronal lineages of Drosophila by sequence analysis of axon tracts. Journal of Neuroscience, 30(22):7538-7553.

Brankack, J; Kukushka, V I; Vyssotski, A L; Draguhn, A (2010). EEG gamma frequency and sleep–wake scoring in mice: Comparing two types of supervised classifiers. Brain Research, 1322:59-71.

D'Souza, P; Liu, S C; Hahnloser, Richard H R (2010). Perceptron learning rule derived from spike-frequency adaptation and spike-time-dependent plasticity. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 107(10):4722-4727.

Heinzle, J; Hepp, K; Martin, K A C (2010). A biologically realistic cortical model of eye movement control in reading. Psychological Review, 117(3):808-830.

Schmid, B; Schindelin, J; Cardona, A; Longair, M; Heinsenberg, M (2010). A high-level 3D visualization API for Java and ImageJ. BMC Bioinformatics, 11:274.

Binzegger, T; Douglas, R J; Martin, K A C (2010). An axonal perspective on cortical circuits. In: Feldmeyer, D; Lübke, J H R. New Aspects of Anoxal Structure and Function. Heidelberg: Springer, 117-139.

Cardona, A; Saalfeld, S; Preibisch, S; Schmid, B; Cheng, A; Pulokas, J; Tomancak, P; Hartenstein, V (2010). An integrated micro- and macroarchitectural analysis of the drosophila brain by computer-assisted serial section electron microscopy. PLoS Biology, 8(10):e1000502.

Hahnloser, Richard H R; Kotowicz, A (2010). Auditory representations and memory in birdsong learning. Current Opinion in Neurobiology, 20(3):332-339.

Douglas, R J; Martin, K A C (2010). Canonical cortical circuits. In: Sheperd, G M; Grillner, S. Handbook of Brain Microcircuits. Oxford: Oxford University Press, 15-21.

Uwate, Y; Nishio, Y; Stoop, R (2010). Complex pattern in a ring of van der Pol oscillators coupled by time-varying resistors. Journal of Circuits, Systems, and Computers, 19(4):819-834.

Mayank, M; Buzsaki, G; Kreiter, A; Lansner, A; Lücke, J; Martin, K; Moghaddam, B; Moser, M B; Nikolic, D; Sejnowski, T J (2010). Coordination in circuits. In: van der Malsburg, C; Phillips, W A; Singer, W. Dynamic coordination in the brain : from neurons to mind. Cambridge: MIT Press, 133-148.

Naranjo, J R; Wang, X; Schulte-Mönting, J; Huethe, F; Maurer, C; Hepp-Reymond, M C; Kristeva, R (2010). Corticospinal interaction during isometric compensation for modulated forces with different frequencies. BMC Neuroscience, 11:157.

Martin, K A C; Scott, K (2010). Editorial Overview: Current Opinion in Neurobiology - Sensory systems. Current Opinion in Neurobiology, 20(3):271-273.

Martignoli, S. Essential nonlinear hearing characteristics emerging from the cochlea and the extraction of pitch. A hopf-cochlea based modeling study of sound processing in the inner ear. 2010, Institute of Neuroinformatics, Faculty of Science.

Liu, S C; Delbruck, T (2010). Neuromorphic sensory systems. Current Opinion in Neurobiology, 20(3):288-295.

Fiete, I R; Senn, W; Wang, C Z H; Hahnloser, Richard H R (2010). Spike time-dependent plasticity and heterosynaptic competition organize networks to produce long scale-free sequences of neural activity. Neuron, 65(4):563-576.

Bery, Amandine; Cardona, Albert; Martinez, Pedro; Hartenstein, Volker (2010). Structure of the central nervous system of a juvenile acoel, Symsagittifera roscoffensis. Development Genes and Evolution, 220(3-4):61-76.

Martin, K A C (2010). Taking animal rights personally, book review of: An Odyssey with Animals: A Veterinarian’s Reflections on the Animal Rights & Welfare Debate by Adrian R Morrison, Oxford University Press, 2009. Nature Neuroscience, 13:1301.

Kotowicz, A; Rutishauser, U; Koch, C (2010). Time course of target recognition in visual search. Frontiers in Human Neuroscience, 4:31.

da Costa, N M; Martin, K A C (2010). Whose cortical column would that be? Frontiers in neuroanatomy, (4):16.

Mattia, R; Ben Dayan Rubin, D; Morrison, S E; Salzman, C D; Fusi, S (2010). Attractor concretion as a mechanism for the formation of context representations. NeuroImage, 52(3):833-847.

Rentzeperis, I; Kiper, D C (2010). Evidence for color and luminance invariance of global form mechanisms. Journal of Vision, 10(12):1-15.

Landis, F; Ott, T; Stoop, R (2010). Hebbian self-organizing integrate-and-fire networks for data clustering. Neural Computation, 22(1):273-288.

Holper, L; Wolf, M (2010). Motor imagery in response to fake feedback measured by functional near-infrared spectroscopy. NeuroImage, 50(1):190-197.

Wang, Y; Liu, S C (2010). Multilayer processing of spatiotemporal spike patterns in a neuron with active dendrites. Neural Computation, 22(8):2086-2112.

Holper, L; Muehlemann, T; Scholkmann, F; Eng, K; Kiper, D; Wolf, M (2010). Testing the potential of a virtual reality neurorehabilitation system during performance of observation, imagery and imitation of motor actions recorded by wireless functional near-infrared spectroscopy (fNIRS). Journal of Neuroengineering and Rehabilitation, 7(1):57.

2009

Pilaz, L J; Patti, D; Marcy, G; Ollier, E; Pfister, S; Douglas, R J; Betizeau, M; Cortay, V; Doerflinger, N; Kennedy, H; Dehay, C (2009). Forced G1-phase reduction alters mode of division, neuron number, and laminar phenotype in the cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 106(51):21924-21929.

Gold, C; Girardin, C C; Martin, K A C; Koch, C (2009). High-amplitude positive spikes recorded extracellularly in cat visual cortex. Journal of Neurophysiology, 102(6):3340-3351.

Orchard, G; Bartolozzi, C; Indiveri, G (2009). Applying neuromorphic vision sensors to planetary landing tasks. In: Biomedical Circuits and Systems Conference, 2009. BioCAS 2009. IEEE, Beijing, 26 November 2009 - 28 November 2009, 201 - 204.

da Costa, N M; Martin, K A C (2009). Selective targeting of the dendrites of corticothalamic cells by thalamic afferents in area 17 of the cat. Journal of Neuroscience, 29(44):13919-13928.

Conradt, J; Berner, R; Cook, M; Delbruck, T (2009). An embedded AER dynamic vision sensor for low-latency pole balancing. In: 5th IEEE Workshop on Embedded Computer Vision (ECV09), Kyoto, Japan, Kyoto, Japan, 3 October 2009.

Conradt, J; Berner, R; Lichtsteiner, P; Douglas, R J; Delbruck, T; Cook, M (2009). Balancing pencils using spike-based vision sensors. In: Bernstein Conference on Computational Neuroscience 2009 (BCCN 2009), Frankfurt am Main, DE, 30 September 2009 - 2 October 2009, online.

Schüle, M; Ott, T; Stoop, R (2009). Computing with probabilistic cellular automata. In: Alippi, C. Artificial Neural Networks – ICANN 2009. 19th international conference, Limassol, Cyprus, September 14 - 17, 2009; proceedings, part II. Berlin: Springer, 525-533.

Eng, K; Pescatore, A; Chevrier, E; Pyk, P; Holper, L; Schuster, C; Heinrichs, A; Kiper, D (2009). Patient evaluation of a mirrored display for viewing of co-located virtual arms. In: Dössel, O; Schlegel, C. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany. Vol. 25/4 : Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics. Berlin, DE: Springer, 1861-1864.

Anderson, J C; Martin, K A C (2009). The synaptic connections between cortical areas V1 and V2 in macaque monkey. Journal of Neuroscience, 29(36):11283-11293.

Steimer, A; Maass, W; Douglas, Rodney (2009). Belief propagation in networks of spiking neurons. Neural Computation, 21(9):2502-2523.

Hepp-Reymond, M C; Chakarov, V; Schulte-Monting, J; Huethe, F; Kristeva, R (2009). Role of proprioception and vision in handwriting. Brain Research Bulletin, 79(6):365-370.

Uwate, Y; Nishio, Y; Stoop, R (2009). Switching phase states in two van der Pol oscillators coupled by stochastically time-varying resistor. In: International Workshop on Nonlinear Dynamics of Electronic Systems (NDES'09), Rapperswil, Switzerland, 21 June 2009 - 24 June 2009.

Livi, P; Indiveri, G (2009). A current-mode conductance-based silicon neuron for address-event neuromorphic systems. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 2898-2901.

Conradt, J; Cook, M; Berner, R; Lichtsteiner, P; Douglas, R J; Delbruck, T (2009). A pencil balancing robot using a pair of AER dynamic vision sensors. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 781-784.

Nageswaran, J M; Dutt, N; Wang, Y; Delbrueck, T (2009). Computing spike-based convolutions on GPUs. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 1917-1920.

Linares-Barranco, A; Gomez-Rodriguez, F; Jimenez, G; Delbruck, T; Berner, R; Liu, S C (2009). Implementation of a time-warping AER mapper. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 2886-2889.

Wang, Y; Liu, S C (2009). Input evoked nonlinearities in silicon dendrite circuits. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 2894-2897.

Mitra, S; Zele, R; Etienne-Cummings, R (2009). Low-voltage high CMRR OTA for electrophysiological measurements. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009. IEEE, 345 -348.

Uwate, Y; Nishio, Y; Stoop, R (2009). Noise-induced breakdown of stochastic resonant behavior of van der Pol oscillators coupled by time-varying resistor. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 1887-1890.

Yu, T; Schwartz, A; Harris, J; Slaney, M; Liu, S C (2009). Periodicity detection and localization using spike timing from the AER EAR. In: IEEE International Symposium on Circuits and Systems, 2009 (ISCAS 2009), Taipei, Taiwan, 24 May 2009 - 27 May 2009, 109-112.

da Costa, N M; Hepp, K; Martin, K A C (2009). A systematic random sampling scheme optimized to detect the proportion of rare synapses in the neuropil. Journal of Neuroscience Methods, 180(1):77-80.

Baumann, M A; Fluet, M C; Scherberger, H (2009). Context-specific grasp movement representation in the macaque anterior intraparietal area. Journal of Neuroscience, 29(20):6436-6448.

Girardin, C C; Martin, K A M (2009). Inactivation of lateral connections in cat area 17. European Journal of Neuroscience, 29(10):2092-2102.

Douglas, R J; Martin, K A C (2009). Inhibition in cortical circuits. Current Biology, 19(10):R398-R402.

Mitra, Srinjoy; Indiveri, Giacomo (2009). Spike-based synaptic plasticity and classification on VLSI. The Neuromorphic Engineer:online.

Vuillermot, S; Pescatore, A; Holper, L; Kiper, D C; Eng, K (2009). An extended drawing test for the assessment of arm and hand function with a performance invariant for healthy subjects. Journal of Neuroscience Methods, 177(2):452-460.

Fry, S N; Rohrseitz, N; Straw, A D; Dickinson, M H (2009). Visual control of flight speed in Drosophila melanogaster. Journal of Experimental Biology, 212:1120-1130.

Cook, Matthew (2009). Book review: Probabilistic reasoning and decision making in sensory-motor systems / Pierre Bessière, Christian Laugier, Roland Siegwart (Eds.). Springer, 2008. The Neuromorphic Engineer:online.

Uwate, Y; Nishio, Y; Stoop, R (2009). Durability of affordable neural networks against damaging neurons. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E92.A(2):585-593.

Rutishauser, U; Douglas, R J (2009). State dependent computation using coupled recurrent networks. Neural Computation, 21(2):478-509.

Bartolozzi, C; Indiveri, G (2009). Global scaling of synaptic efficacy: Homeostasis in silicon synapses. Neurocomputing, 72(4-6):726-731.

Keller, G B; Hahnloser, Richard H R (2009). Neural processing of auditory feedback during vocal practice in a songbird. Nature, 457(7226):187-190.

Zubler, F; Douglas, R (2009). A framework for modeling the growth and development of neurons and networks. Frontiers in Computational Neuroscience, 3:25.

Stoop, R; Arthur, B I (2009). An expressive body language underlies Drosophila courtship behavior. In: Dana, S K; Roy, P K; Kurths, J. Complex dynamics in physiological systems: from heart to brain. Dordrecht, NL: Springer, 215-227.

Pang, Daniel S J; Robledo, C J; Carr, D R; Gent, Thomas C; Vyssotski, A L; Caley, A; Zecharia, A Y; Wisden, W; Brickley, S G; Franks, N P (2009). An unexpected role for TASK-3 potassium channels in network oscillations with implications for sleep mechanisms and anesthetic action. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 106(41):17546-17551.

Indiveri, G; Chicca, E; Douglas, R J (2009). Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition. Cognitive Computation, 1(2):119-127.

Keller, G B. Auditory feedback processing in the songbird - how the zebra finch listens to itself sing. 2009, University of Zurich, Faculty of Science.

Serrano-Gotarredona, R; Oster, M; Lichtsteiner, P; Linares-Barranco, A; Paz-Vicente, R; Gomez-Rodriguez, F; Camuñas-Mesa, L; Berner, R; Rivas, M; Delbruck, T; Liu, S C; Douglas, R J; Hafliger, P; Moreno, G; Civit, A; Serrano-Gotarredona, T; Acosta-Jimenez, A; Linares-Barranco, B (2009). CAVIAR: a 45k neuron, 5M synapse, 12G connects/s AER hardware sensory-processing-learning-actuating system for high-speed visual object recognition and tracking. IEEE Transactions on Neural Networks, 20(9):1417-1438.

Oster, M; Douglas, R J; Liu, S C (2009). Computation with spikes in a winner-take-all network. Neural Computation, 21(9):2436-2465.

Girardin, C C; Martin, K A C (2009). Cooling in cat visual cortex: stability of orientation selectivity despite changes in responsiveness and spike width. Neuroscience, 164(2):777-787.

Keisker, B; Hepp-Reymond, M C; Blickenstorfer, A; Meyer, Martin; Kollias, S S (2009). Differential force scaling of fine-graded power grip force in the sensorimotor network. Human Brain Mapping, 30(8):2453-2465.

Cardona, A; Saalfeld, S; Tomancak, P; Hartenstein, V (2009). Drosophila brain development: closing the gap between a macroarchitectural and microarchitectural approach. In: Stillman, B; Stewart, D; Witkowski, J. Evolution: The molecular landscape. Cold Spring Harbor, NY, US: Cold Spring Harbor Laboratory Press, 235-248.

Rohrkemper Jr, R R. Effective topologies for computation in cortex-like networks. 2009, University of Zurich, Faculty of Science.

Baumann, Markus Andreas. Encoding of grasping movements in the anterior intraparietal area of macaques. 2009, University of Zurich, Faculty of Science.

Fry, S N (2009). Experimental approaches toward a functional understanding of insect flight control. In: Floreano, D; Zufferey, J C; Srinivasan, M V; Ellington, C. Flying insect and robots. New York, US: Springer, 1-13.

Einhäuser, W; Moeller, G U; Schumann, F; Conradt, J; Vockeroth, J; Bartl, K; Schneider, E; König, P (2009). Eye-head coordination during free exploration in human and cat. Annals of the New York Academy of Sciences, 1164(1):353-366.

Boerlin, M; Delbruck, T; Eng, K (2009). Getting to know your neighbors: Unsupervised learning of topography from real-world, event-based input. Neural Computation, 21(1):216-238.

Scherberger, H (2009). Neural control of motor prostheses. Current Opinion in Neurobiology, 19(6):629-633.

Scherberger, H (2009). Neural prostheses for reaching. In: Squire, L. Encyclopedia of Neuroscience. London: Academic Elsevier, 213-220.

Cardona, A; Larsen, C; Hartenstein, V (2009). Neuronal fiber tracts connecting the brain and ventral nerve cord of the early Drosophila larva. Journal of Comparative Neurology, 515(4):427-440.

Cook, M; Soloveichik, D; Winfree, E; Bruck, J (2009). Programmability of chemical reaction networks. In: Condon, A; Harel, D; Kok, J N; Salomaa, A; Winfree, E. Algorithmic bioprocesses. Pt. 8: Biochemical reactions. Berlin: Springer, 543-584.

Fluet, Marie-Christine. Properties of macaque ventral premotor cortex during grasping. 2009, University of Zurich, Faculty of Science.

Mitra, S; Fusi, S; Indiveri, G (2009). Real-time classification of complex patterns using spike-based learning in neuromorphic VLSI. IEEE Transactions on Biomedical Circuits and Systems, 3(1):32-42.

Bartolozzi, C; Indiveri, G (2009). Selective attention in multi-chip address-event systems. Sensors, 9(7):5076-5098.

Cook, M; Jug, F; Krautz, C (2009). Sharpening projections. BMC Neuroscience, 10(Suppl 1):P214.

Holper, L; Biallas, M; Wolf, M (2009). Task complexity relates to activation of cortical motor areas during uni- and bimanual performance: a functional NIRS study. NeuroImage, 46(4):1105-1113.

Anderson, J C; da Costa, N M; Martin, K A C (2009). The W cell pathway to cat primary visual cortex. Journal of Comparative Neurology, 516(1):20-35.

Duff, A. The dynamics of perceptual and behavioral learning in executive control. 2009, University of Zurich, Faculty of Science.

Wang, Y. The processing of temporal spike patterns by active dendrites and oscillatory neural networks. 2009, University of Zurich, Faculty of Science.

da Costa, N M; Martin, K A C (2009). The proportion of synapses formed by the axons of the lateral geniculate nucleus in layer 4 of area 17 of the cat. Journal of Comparative Neurology, 516(4):264-276.

Wille, D; Eng, K; Holper, L; Chevrier, E; Hauser, Y; Kiper, D; Pyk, P; Schlegel, S; Meyer-Heim, A (2009). Virtual reality-based paediatric interactive therapy system (PITS) for improvement of arm and hand function in children with motor impairment - a pilot study. Developmental Neurorehabilitation, 12(1):44-52.

Wille, D; Eng, K; Holper, L; Chevrier, E; Hauser, Y; Kiper, D; Pyk, P; Schlegel, S; Meyer-Heim, A (2009). Virtual reality-based paediatric interactive therapy system (PITS) for improvement of arm and hand function in children with motor impairment--a pilot study. Developmental Neurorehabilitation, 12(1):44-52.

2008

Soloveichik, D; Cook, M; Winfree, E; Bruck, J (2008). Computation with finite stochastic chemical reaction networks. Natural Computing, 7(4):615-633.

La Camera, G; Giugliano, M; Senn, W; Fusi, S (2008). The response of cortical neurons to in vivo-like input current: theory and experiment: I. Noisy inputs with stationary statistics. Biological Cybernetics, 99(4-5):279-301.

Giugliano, M; La Camera, G; Fusi, S; Senn, W (2008). The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs. Biological Cybernetics, 99(4-5):303-318.

Pescatore, A; Holper, L; Pyk, P; Kiper, D; Eng, K (2008). A display for supporting ownership of virtual arms. In: Presence 2008, Padova, Italy, 16 October 2008 - 18 October 2008, 270-273.

Kumar, P; Ohana, O (2008). Inter- and intralaminar subcircuits of excitatory and inhibitory neurons in layer 6a of the rat barrel cortex. Journal of Neurophysiology, 100(4):1909-1922.

Wang, C Z H; Herbst, J A; Keller, G B; Hahnloser, Richard H R (2008). Rapid interhemispheric switching during vocal production in a songbird. PLoS Biology, 6(10):2154-2162.

Schmid, Anita M (2008). The processing of feature discontinuities for different cue types in primary visual cortex. Brain Research, 1238:59-74.

Townsend, B R; Subasi, E; Scherberger, H (2008). Real time decoding of hand grasping signals from macaque premotor and parietal cortex. In: 13th International FES Society Conference, Freiburg, Germany, 21 September 2008 - 25 September 2008, 203-205.

Herbst, J A; Gammeter, S; Ferrero, D; Hahnloser, Richard H R (2008). Spike sorting with hidden Markov models. Journal of Neuroscience Methods, 174(1):126-134.

Graetzel, C F; Medici, V; Rohrseitz, N; Nelson, B J; Fry, S N (2008). The Cyborg Fly: A biorobotic platform to investigate dynamic coupling effects between a fruit fly and a robot. In: Institute of Electrical and Electronics Engineers; et al. IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008 (IROS 2008), 22-26 Sept., 2008, Acropolis Convention Center, Nice, France. Piscataway, NJ, US: IEEE Service Center, 14-19.

Köndgen, H; Geisler, C; Fusi, S; Wang, X J; Lüscher, H R; Giugliano, M (2008). The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro. Cerebral Cortex, 18(9):2086-2097.

Pyk, P; Wille, D; Chevrier, E; Hauser, Y; Holper, L; Fatton, I; Greipl, R; Schlegel, S; Ottiger, L; Ruckriem, B; Pescatore, A; Meyer-Heim, A; Kiper, D; Eng, K (2008). A paediatric interactive therapy system for arm and hand rehabilitation. In: Virtual Rehabilitation 2008, Vancouver, Canada, 25 August 2008 - 27 August 2008, 127-132.

Kern, A; Heid, C; Steeb, W H; Stoop, N; Stoop, R (2008). Biophysical parameters modification could overcome essential hearing gaps. PLoS Computational Biology, 4(8):e1000161.

Hägni, K; Eng, K; Hepp-Reymond, M C; Holper, L; Keisker, B; Siekierka, E; Kiper, D C (2008). Observing virtual arms that you imagine are yours increases the galvanic skin response to an unexpected threat. PLoS ONE, 3(8):e3082.

Moazami-Goudarzi, M; Sarnthein, J; Michels, Lars; Moukhtieva, R; Jeanmonod, D (2008). Enhanced frontal low and high frequency power and synchronization in the resting EEG of parkinsonian patients. NeuroImage, 41(3):985-997.

Soloveichik, D; Cook, M; Winfree, E (2008). Combining self-healing and proofreading in self-assembly. Natural Computing, 7(2):203-218.

Stoop, R; Arthur, B (2008). Periodic orbit analysis demonstrates genetic constraints, variability, and switching in Drosophila courtship behavior. Chaos, 18(2):023123.

Fry, S N; Rohrseitz, N; Straw, A D; Dickinson, M H (2008). TrackFly: Virtual reality for a behavioral system analysis in free-flying fruit flies. Journal of Neuroscience Methods, 171(1):110-117.

Wiesmann, M; Ishai, A (2008). Recollection- and familiarity-based decisions reflect memory strength. Frontiers in Systems Neuroscience:2:1.

Hahnloser, Richard H R; Wang, C Z H; Nager, A; Naie, K (2008). Spikes and bursts in two types of thalamic projection neurons differentially shape sleep patterns and auditory responses in a songbird. Journal of Neuroscience, 28(19):5040-5052.

Moeckel, R; Jaeggi, R; Liu, S C (2008). Steering with an aVLSI motion detection chip. In: IEEE. Proceedings of 2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008), Seattle, WA, 18-21 May 2008. Piscataway, NJ, US: IEEE Service Center, 1036-1039.

Michels, Lars; Moazami-Goudarzi, M; Jeanmonod, D; Sarnthein, J (2008). EEG alpha distinguishes between cuneal and precuneal activation in working memory. NeuroImage, 40(3):1296-1310.

Ondracek, J M; Dec, A; Hoque, K E; Lim, S A; Rasouli, M; Indorkar, R P; Linardakis, J; Klika, B; Mukherji, S J; Burnazi, M; Threlfell, S; Sammut, S; West, A R (2008). Feed-forward excitation of striatal neuron activity by frontal cortical activation of nitric oxide signaling in vivo. European Journal of Neuroscience, 27(7):1739-1754.

Delbruck, T (2008). Frame-free dynamic digital vision. In: International Symposium on Secure-Life Electronics, Tokyo, Japan, 6 March 2008 - 7 March 2008. University of Tokyo, 21-26.

Fusi, S (2008). Neuroscience. A quiescent working memory. Science, 319(5869):1495-1496.

Patino, L; Omlor, W; Chakarov, V; Hepp-Reymond, M C; Kristeva, R (2008). Absence of gamma-range corticomuscular coherence during dynamic force in a deafferented patient. Journal of Neurophysiology, 99(4):1906-1916.