Training of Spiking Neural Networks with Expectation-Propagation

Dan Yao, Steve McLaughlin, Yoann Altmann

In this paper, we propose a unifying message-passing framework for training spiking neural networks (SNNs) using Expectation-Propagation. Our gradient-free method is capable of lea…