Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks

Alan Jeffares, Qinghai Guo, Pontus Stenetorp +1

Biological spiking neural networks (SNNs) can temporally encode information in their outputs, e.g. in the rank order in which neurons fire, whereas artificial neural networks (ANNs…