Publication: An Ultralow Leakage Synaptic Scaling Homeostatic Plasticity Circuit With Configurable Time Scales up to 100 ks
An Ultralow Leakage Synaptic Scaling Homeostatic Plasticity Circuit With Configurable Time Scales up to 100 ks
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Qiao, N., Bartolozzi, C., & Indiveri, G. (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. https://doi.org/10.1109/TBCAS.2017.2754383
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Homeostatic plasticity is a stabilizing mechanism commonly observed in real neural systems that allows neurons to maintain their activity around a functional operating point. This phenomenon can be used in neuromorphic systems to compensate for slowly changing conditions or chronic shifts in the system configuration. However, to avoid interference with other adaptation or learning processes active in the neuromorphic system, it is important that the homeostatic plasticity mechanism operates on time scales that are much longer than con
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- Qiao, Ning
- Bartolozzi, Chiara
- Indiveri, Giacomo
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Qiao, N., Bartolozzi, C., & Indiveri, G. (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. https://doi.org/10.1109/TBCAS.2017.2754383