Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation

Andrew Stephan, Brian Gardner, Steven J. Koester +1

In this work we propose a new supervised learning method for temporally-encoded multilayer spiking networks to perform classification. The method employs a reinforcement signal tha…