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An adaptive synaptic array using Fowler–Nordheim dynamic analog memory
In this paper we present an adaptive synaptic array that can be used to improve the energy-efficiency of training machine learning (ML) systems. The synaptic array comprises of an ensemble of analog memory elements, each of which is a micro-scale dynamical system in its own right, storing informatio...
Autores principales: | Mehta, Darshit, Rahman, Mustafizur, Aono, Kenji, Chakrabartty, Shantanu |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964701/ https://www.ncbi.nlm.nih.gov/pubmed/35351886 http://dx.doi.org/10.1038/s41467-022-29320-6 |
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