Cargando…

Rethinking arithmetic for deep neural networks

We consider efficiency in the implementation of deep neural networks. Hardware accelerators are gaining interest as machine learning becomes one of the drivers of high-performance computing. In these accelerators, the directed graph describing a neural network can be implemented as a directed graph...

Descripción completa

Detalles Bibliográficos
Autor principal: Constantinides, G. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015291/
https://www.ncbi.nlm.nih.gov/pubmed/31955685
http://dx.doi.org/10.1098/rsta.2019.0051