Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

Memristive devices used in neuromorphic computing typically need to be accessed using transistors, adding circuit complexity and size. In this work, the authors demonstrate a neural network using a transistor-free passive memristor crossbar array, offering potential circuit miniaturisation and energ...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	F. Merrikh Bayat, M. Prezioso, B. Chakrabarti, H. Nili, I. Kataeva, D. Strukov
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/b43ad9a1d9064461ab060bcd4cf39d27
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:b43ad9a1d9064461ab060bcd4cf39d27
record_format	dspace
spelling	oai:doaj.org-article:b43ad9a1d9064461ab060bcd4cf39d272021-12-02T16:56:59ZImplementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits10.1038/s41467-018-04482-42041-1723https://doaj.org/article/b43ad9a1d9064461ab060bcd4cf39d272018-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-04482-4https://doaj.org/toc/2041-1723Memristive devices used in neuromorphic computing typically need to be accessed using transistors, adding circuit complexity and size. In this work, the authors demonstrate a neural network using a transistor-free passive memristor crossbar array, offering potential circuit miniaturisation and energy savings.F. Merrikh BayatM. PreziosoB. ChakrabartiH. NiliI. KataevaD. StrukovNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-7 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q F. Merrikh Bayat M. Prezioso B. Chakrabarti H. Nili I. Kataeva D. Strukov Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
description	Memristive devices used in neuromorphic computing typically need to be accessed using transistors, adding circuit complexity and size. In this work, the authors demonstrate a neural network using a transistor-free passive memristor crossbar array, offering potential circuit miniaturisation and energy savings.
format	article
author	F. Merrikh Bayat M. Prezioso B. Chakrabarti H. Nili I. Kataeva D. Strukov
author_facet	F. Merrikh Bayat M. Prezioso B. Chakrabarti H. Nili I. Kataeva D. Strukov
author_sort	F. Merrikh Bayat
title	Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
title_short	Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
title_full	Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
title_fullStr	Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
title_full_unstemmed	Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
title_sort	implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/b43ad9a1d9064461ab060bcd4cf39d27
work_keys_str_mv	AT fmerrikhbayat implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits AT mprezioso implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits AT bchakrabarti implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits AT hnili implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits AT ikataeva implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits AT dstrukov implementationofmultilayerperceptronnetworkwithhighlyuniformpassivememristivecrossbarcircuits
_version_	1718382701081264128

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

Ejemplares similares