An Adaptive Synaptic Array using Fowler-Nordheim Dynamic Analog Memory

Darshit Mehta, Kenji Aono, Shantanu Chakrabartty

In this paper we present a synaptic array that uses dynamical states to implement an analog memory for energy-efficient training of machine learning (ML) systems. Each of the analo…