18 citations · 33 across the 2 of their papers we have counts for
2 papers
cs.NE2021★ 15 cited
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…
physics.app-ph2020★ 18 cited
A Self-powered Analog Sensor-data-logging Device based on Fowler-Nordheim Dynamical Systems
Darshit Mehta, Kenji Aono, Shantanu Chakrabartty
Continuous, battery-free operation of sensor nodes requires ultra-low-power sensing and data-logging techniques. Here we report that by directly coupling a sensor/transducer signal…