Equivalent-accuracy accelerated neural-network training using analogue memory

Narayanan, Pritish; Ambrogio, Stefano; Tsai, Hsinyu; Shelby, Robert M; Boybat, Irem; di Nolfo, Carmelo; Sidler, Severin; Giordano, Massimo; Bodini, Martina; Farinha, Nathan C. P.; Killeen, Benjamin; Cheng, Christina S; Jaoudi, Yassine; Burr, Geoffrey W.

doi:10.1038/s41586-018-0180-5

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Equivalent-accuracy accelerated neural-network training using analogue memory

Author(s): Stefano Ambrogio , Pritish Narayanan , Hsinyu Tsai , Robert M. Shelby , Irem Boybat , Carmelo di Nolfo , Severin Sidler , Massimo Giordano , Martina Bodini , Nathan C. P. Farinha , Benjamin Killeen , Christina Cheng , Yassine Jaoudi , Geoffrey W. Burr

Publication date (Electronic): June 6 2018

Journal: Nature

Publisher: Springer Nature

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Matching properties of MOS transistors

M.J.M. Pelgrom, A.P.G. Welbers, A.C.J. Duinmaijer (1989)

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Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

Carmelo di Nolfo, Junwoo Jang, Irem Boybat … (2015)

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Title: Nature

Abbreviated Title: Nature

Publisher: Springer Nature

ISSN (Print): 0028-0836

ISSN (Electronic): 1476-4687

Publication date Created: June 2018

Publication date (Electronic): June 6 2018

Publication date (Print): June 2018

Volume: 558

Issue: 7708

Pages: 60-67

Article

DOI: 10.1038/s41586-018-0180-5

PubMed ID: 29875487

SO-VID: 4eba8f32-1e8f-4cc1-8ed5-3f03d38d2852

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Equivalent-accuracy accelerated neural-network training using analogue memory

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Curriculum learning

Matching properties of MOS transistors

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

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