Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks

Luke Taylor, Andrew King, Nicol Harper

Spiking neural networks (SNNs), particularly the single-spike variant in which neurons spike at most once, are considerably more energy efficient than standard artificial neural ne…