Publication: Beyond Spike-Timing Dependent Plasticity in Memristor Crossbar Arrays
Beyond Spike-Timing Dependent Plasticity in Memristor Crossbar Arrays
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Mostafa, H., Mayr, C., & Indiveri, G. (2016, May 25). Beyond Spike-Timing Dependent Plasticity in Memristor Crossbar Arrays. ISCAS. IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal. https://doi.org/10.1109/ISCAS.2016.7527393
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Memristors have emerged as promising, area-efficient, nano-scale devices for implementing models of synaptic plasticity in hybrid CMOS-memristor neuromorphic architectures. These architectures aim at reproducing the learning capabilities of biological networks by emulating the complex dynamics of biological neurons and synapses. However, to maximize the density of these elements in crossbar arrays, learning circuits have often been limited to the implementation of simple spike timing-dependent plasticity (STDP) mechanisms. We propose
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- Mostafa, Hesham
- Mayr, Christian
- Indiveri, Giacomo
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Mostafa, H., Mayr, C., & Indiveri, G. (2016, May 25). Beyond Spike-Timing Dependent Plasticity in Memristor Crossbar Arrays. ISCAS. IEEE International Symposium on Circuits and Systems (ISCAS) 2016, Montreal. https://doi.org/10.1109/ISCAS.2016.7527393
