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Accelerating Inference of Convolutional Neural Networks Using In-memory Computing

In-memory computing (IMC) is a non-von Neumann paradigm that has recently established itself as a promising approach for energy-efficient, high throughput hardware for deep learning applications. One prominent application of IMC is that of performing matrix-vector multiplication in [Formula: see tex...

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Detalles Bibliográficos
Autores principales: Dazzi, Martino, Sebastian, Abu, Benini, Luca, Eleftheriou, Evangelos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8369825/
https://www.ncbi.nlm.nih.gov/pubmed/34413731
http://dx.doi.org/10.3389/fncom.2021.674154