Iulia M. Comsa

Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function

We propose a spiking neural network model that encodes information in the relative timing of individual neuron spikes and performs classification using the first output neuron to spike. This temporal coding scheme allows the supervised training of the network with backpropagation, using locally exac…