Real-time encoding and compression of neuronal spikes by metal-oxide memristors

The need for intelligent compression of big data, for example in neuroscience, has sparked interest in neuromorphic data processing. Here, Gupta et al.use memristors as event integrators to encode and compress neuronal spiking activity recorded by multi-electrode arrays.

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Main Authors:	Isha Gupta, Alexantrou Serb, Ali Khiat, Ralf Zeitler, Stefano Vassanelli, Themistoklis Prodromakis
Format:	article
Language:	EN
Published:	Nature Portfolio 2016
Subjects:	Science Q
Online Access:	https://doaj.org/article/b1a38fd3a1fa4781acddf1d9e7c272a8
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id	oai:doaj.org-article:b1a38fd3a1fa4781acddf1d9e7c272a8
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spelling	oai:doaj.org-article:b1a38fd3a1fa4781acddf1d9e7c272a82021-12-02T17:33:08ZReal-time encoding and compression of neuronal spikes by metal-oxide memristors10.1038/ncomms128052041-1723https://doaj.org/article/b1a38fd3a1fa4781acddf1d9e7c272a82016-09-01T00:00:00Zhttps://doi.org/10.1038/ncomms12805https://doaj.org/toc/2041-1723The need for intelligent compression of big data, for example in neuroscience, has sparked interest in neuromorphic data processing. Here, Gupta et al.use memristors as event integrators to encode and compress neuronal spiking activity recorded by multi-electrode arrays.Isha GuptaAlexantrou SerbAli KhiatRalf ZeitlerStefano VassanelliThemistoklis ProdromakisNature PortfolioarticleScienceQENNature Communications, Vol 7, Iss 1, Pp 1-9 (2016)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Isha Gupta Alexantrou Serb Ali Khiat Ralf Zeitler Stefano Vassanelli Themistoklis Prodromakis Real-time encoding and compression of neuronal spikes by metal-oxide memristors
description	The need for intelligent compression of big data, for example in neuroscience, has sparked interest in neuromorphic data processing. Here, Gupta et al.use memristors as event integrators to encode and compress neuronal spiking activity recorded by multi-electrode arrays.
format	article
author	Isha Gupta Alexantrou Serb Ali Khiat Ralf Zeitler Stefano Vassanelli Themistoklis Prodromakis
author_facet	Isha Gupta Alexantrou Serb Ali Khiat Ralf Zeitler Stefano Vassanelli Themistoklis Prodromakis
author_sort	Isha Gupta
title	Real-time encoding and compression of neuronal spikes by metal-oxide memristors
title_short	Real-time encoding and compression of neuronal spikes by metal-oxide memristors
title_full	Real-time encoding and compression of neuronal spikes by metal-oxide memristors
title_fullStr	Real-time encoding and compression of neuronal spikes by metal-oxide memristors
title_full_unstemmed	Real-time encoding and compression of neuronal spikes by metal-oxide memristors
title_sort	real-time encoding and compression of neuronal spikes by metal-oxide memristors
publisher	Nature Portfolio
publishDate	2016
url	https://doaj.org/article/b1a38fd3a1fa4781acddf1d9e7c272a8
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Real-time encoding and compression of neuronal spikes by metal-oxide memristors

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