Jingtao Wang

SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow

Surrogate gradient (SG) is one of the most effective approaches for training spiking neural networks (SNNs). While assisting SNNs to achieve classification performance comparable to artificial neural networks, SG suffers from the problem of time-consuming training, preventing it from efficient learn…