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Mixed-Precision Deep Learning Based on Computational Memory

Deep neural networks (DNNs) have revolutionized the field of artificial intelligence and have achieved unprecedented success in cognitive tasks such as image and speech recognition. Training of large DNNs, however, is computationally intensive and this has motivated the search for novel computing ar...

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Опубликовано в: :Front Neurosci
Главные авторы: Nandakumar, S. R., Le Gallo, Manuel, Piveteau, Christophe, Joshi, Vinay, Mariani, Giovanni, Boybat, Irem, Karunaratne, Geethan, Khaddam-Aljameh, Riduan, Egger, Urs, Petropoulos, Anastasios, Antonakopoulos, Theodore, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos
Формат: Artigo
Язык:Inglês
Опубликовано: Frontiers Media S.A. 2020
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7235420/
https://ncbi.nlm.nih.gov/pubmed/32477047
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00406
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