Streaming Batch Eigenupdates for Hardware Neural Networks.

Hoskins, Brian D; Daniels, Matthew W; Huang, Siyuan; Madhavan, Advait; Adam, Gina C; Zhitenev, Nikolai; McClelland, Jabez J; Stiles, Mark D

Hoskins, Brian D; Daniels, Matthew W; Huang, Siyuan; Madhavan, Advait; Adam, Gina C; Zhitenev, Nikolai; McClelland, Jabez J; Stiles, Mark D.

Afiliação

Hoskins BD; Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.
Daniels MW; Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.
Huang S; Electrical and Computer Engineering, George Washington University, Washington, DC, United States.
Madhavan A; Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.
Adam GC; Institute for Research in Electronics and Applied Physics, University of Maryland, College Park, MD, United States.
Zhitenev N; Electrical and Computer Engineering, George Washington University, Washington, DC, United States.
McClelland JJ; Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.
Stiles MD; Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States.

Front Neurosci ; 13: 793, 2019.

Article em En | MEDLINE | ID: mdl-31447628

Palavras-chave

back propagation; memristor; network training; neuromorphic; singular value decomposition; stochastic gradient descent

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Front Neurosci Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Suíça

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