A hardware Markov chain algorithm realized in a single device for machine learning

A hardware Markov chain algorithm realized in a single device for machine learning

Despite the need to develop resistive random access memory (RRAM) devices for machine learning, RRAM array-based hardware methods for algorithm require external electronics. Here, the authors realize a Markov chain algorithm in a single 2D multilayer SnSe device without external electronics.

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Autores principales: He Tian, Xue-Feng Wang, Mohammad Ali Mohammad, Guang-Yang Gou, Fan Wu, Yi Yang, Tian-Ling Ren
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2018
Materias:
Science
Q
Acceso en línea:https://doaj.org/article/3173eaec956a4ae69aff4e96e2e2008e
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spelling oai:doaj.org-article:3173eaec956a4ae69aff4e96e2e2008e2021-12-02T15:34:21ZA hardware Markov chain algorithm realized in a single device for machine learning10.1038/s41467-018-06644-w2041-1723https://doaj.org/article/3173eaec956a4ae69aff4e96e2e2008e2018-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-06644-whttps://doaj.org/toc/2041-1723Despite the need to develop resistive random access memory (RRAM) devices for machine learning, RRAM array-based hardware methods for algorithm require external electronics. Here, the authors realize a Markov chain algorithm in a single 2D multilayer SnSe device without external electronics.He TianXue-Feng WangMohammad Ali MohammadGuang-Yang GouFan WuYi YangTian-Ling RenNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-11 (2018)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
He Tian
Xue-Feng Wang
Mohammad Ali Mohammad
Guang-Yang Gou
Fan Wu
Yi Yang
Tian-Ling Ren
A hardware Markov chain algorithm realized in a single device for machine learning
description Despite the need to develop resistive random access memory (RRAM) devices for machine learning, RRAM array-based hardware methods for algorithm require external electronics. Here, the authors realize a Markov chain algorithm in a single 2D multilayer SnSe device without external electronics.
format article
author He Tian
Xue-Feng Wang
Mohammad Ali Mohammad
Guang-Yang Gou
Fan Wu
Yi Yang
Tian-Ling Ren
author_facet He Tian
Xue-Feng Wang
Mohammad Ali Mohammad
Guang-Yang Gou
Fan Wu
Yi Yang
Tian-Ling Ren
author_sort He Tian
title A hardware Markov chain algorithm realized in a single device for machine learning
title_short A hardware Markov chain algorithm realized in a single device for machine learning
title_full A hardware Markov chain algorithm realized in a single device for machine learning
title_fullStr A hardware Markov chain algorithm realized in a single device for machine learning
title_full_unstemmed A hardware Markov chain algorithm realized in a single device for machine learning
title_sort hardware markov chain algorithm realized in a single device for machine learning
publisher Nature Portfolio
publishDate 2018
url https://doaj.org/article/3173eaec956a4ae69aff4e96e2e2008e
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