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Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays

The brain performs intelligent tasks with extremely low energy consumption. This work takes its inspiration from two strategies used by the brain to achieve this energy efficiency: the absence of separation between computing and memory functions and reliance on low-precision computation. The emergen...

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Detalles Bibliográficos
Autores principales: Hirtzlin, Tifenn, Bocquet, Marc, Penkovsky, Bogdan, Klein, Jacques-Olivier, Nowak, Etienne, Vianello, Elisa, Portal, Jean-Michel, Querlioz, Damien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6962102/
https://www.ncbi.nlm.nih.gov/pubmed/31998059
http://dx.doi.org/10.3389/fnins.2019.01383