A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

A reconfigurable 4096-neuron, 1M-synapse chip in 10-nm FinFET CMOS is developed to accelerate inference and learning for many classes of spiking neural networks (SNNs). The SNN features digital circuits for leaky integrate and fire neuron models, on-chip spike-timing-dependent plasticity (STDP) lear...

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