Nature Communications (Mar 2022)

An adaptive synaptic array using Fowler–Nordheim dynamic analog memory

  • Darshit Mehta,
  • Mustafizur Rahman,
  • Kenji Aono,
  • Shantanu Chakrabartty

DOI
https://doi.org/10.1038/s41467-022-29320-6
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 11

Abstract

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While great progress has been made in the applications of machine learning models, training them on conventional computing hardware is an energy intensive process. Here, Mehta et al present an adaptive synaptic array offering considerable improvements in the energy efficiency of training.