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A Design Methodology for Fault-Tolerant Neuromorphic Computing Using Bayesian Neural Network

Memristor crossbar arrays are a promising platform for neuromorphic computing. In practical scenarios, the synapse weights represented by the memristors for the underlying system are subject to process variations, in which the programmed weight when read out for inference is no longer deterministic...

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Detalles Bibliográficos
Autores principales: Gao, Di, Xie, Xiaoru, Wei, Dongxu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608997/
https://www.ncbi.nlm.nih.gov/pubmed/37893277
http://dx.doi.org/10.3390/mi14101840