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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...
Autores principales: | Rahman, Mustafizur, Bose, Subhankar, Chakrabartty, Shantanu |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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 |
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