Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification

Vivek Saraswat, Ajinkya Gorad, Anand Naik +2

Liquid State Machines are brain inspired spiking neural networks (SNNs) with random reservoir connectivity and bio-mimetic neuronal and synaptic models. Reservoir computing network…