Timing-Based Backpropagation in Spiking Neural Networks Without Single-Spike Restrictions

Kakei Yamamoto, Yusuke Sakemi, Kazuyuki Aihara

We propose a novel backpropagation algorithm for training spiking neural networks (SNNs) that encodes information in the relative multiple spike timing of individual neurons withou…