Spike Event Based Learning in Neural Networks

James A. Henderson, TingTing A. Gibson, Janet Wiles

A scheme is derived for learning connectivity in spiking neural networks. The scheme learns instantaneous firing rates that are conditional on the activity in other parts of the ne…