Abstract

A reconfigurable mixed-signal spiking neuromorphic architecture is proposed. The chip comprises a total of 256x256 Static Random Access Memory (SRAM) cells, 256x256 Content Addressable Memory (CAM) cells, 2x256 synapses and 256 neurons. The integrate-and-fire (I&F) neuron implements spiking frequency adaptation and adjustable refractory period. In this network, programmable synaptic weight values are stored in the SRAM which is interfaced with current-mode digital to analog converter (DAC). Multi-chip communication is realized by the implementation of the router which is based on Address Event Representation (AER) communication protocol. Simulation results show the correct operation of proposed reconfigurable spiking neuromorphic system.

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