Memristor networks for real-time neural activity analysis

Designing energy efficient artificial neural networks for real-time analysis remains a challenge. Here, the authors report the development of a perovskite halide (CsPbI3) memristor-based Reservoir Computing system for real-time recognition of neural firing patterns and neural synchronization states.

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Detalles Bibliográficos
Autores principales:	Xiaojian Zhu, Qiwen Wang, Wei D. Lu
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/540a4467b1ba426ca2b44bbe7445bba3
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spelling	oai:doaj.org-article:540a4467b1ba426ca2b44bbe7445bba32021-12-02T15:42:57ZMemristor networks for real-time neural activity analysis10.1038/s41467-020-16261-12041-1723https://doaj.org/article/540a4467b1ba426ca2b44bbe7445bba32020-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-16261-1https://doaj.org/toc/2041-1723Designing energy efficient artificial neural networks for real-time analysis remains a challenge. Here, the authors report the development of a perovskite halide (CsPbI3) memristor-based Reservoir Computing system for real-time recognition of neural firing patterns and neural synchronization states.Xiaojian ZhuQiwen WangWei D. LuNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-9 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Xiaojian Zhu Qiwen Wang Wei D. Lu Memristor networks for real-time neural activity analysis
description	Designing energy efficient artificial neural networks for real-time analysis remains a challenge. Here, the authors report the development of a perovskite halide (CsPbI3) memristor-based Reservoir Computing system for real-time recognition of neural firing patterns and neural synchronization states.
format	article
author	Xiaojian Zhu Qiwen Wang Wei D. Lu
author_facet	Xiaojian Zhu Qiwen Wang Wei D. Lu
author_sort	Xiaojian Zhu
title	Memristor networks for real-time neural activity analysis
title_short	Memristor networks for real-time neural activity analysis
title_full	Memristor networks for real-time neural activity analysis
title_fullStr	Memristor networks for real-time neural activity analysis
title_full_unstemmed	Memristor networks for real-time neural activity analysis
title_sort	memristor networks for real-time neural activity analysis
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/540a4467b1ba426ca2b44bbe7445bba3
work_keys_str_mv	AT xiaojianzhu memristornetworksforrealtimeneuralactivityanalysis AT qiwenwang memristornetworksforrealtimeneuralactivityanalysis AT weidlu memristornetworksforrealtimeneuralactivityanalysis
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Memristor networks for real-time neural activity analysis

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