On-device synaptic memory consolidation using Fowler-Nordheim quantum-tunneling

IntroductionFor artificial synapses whose strengths are assumed to be bounded and can only be updated with finite precision, achieving optimal memory consolidation using primitives from classical physics leads to synaptic models that are too complex to be scaled in-silico. Here we report that a rela...

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Bibliographic Details
Main Authors: Mustafizur Rahman, Subhankar Bose, Shantanu Chakrabartty
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1050585/full