Le-Yang Qin

Spiking Neural Network Chips for Low-Power Real-Time Edge Intelligence

Edge devices require short response time and low active and idle power, yet conventional neural-network hardware repeatedly moves weights and activations between memory and processing units. Spiking neural network (SNN) chips address this problem with event-driven communication, persistent neuron state, and local synap...