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

INTRODUCTION: For 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 re...

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Detalles Bibliográficos
Autores principales: Rahman, Mustafizur, Bose, Subhankar, Chakrabartty, Shantanu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880265/
https://www.ncbi.nlm.nih.gov/pubmed/36711131
http://dx.doi.org/10.3389/fnins.2022.1050585