Nanoscale neural network using non-linear spin-wave interference

Wave based computing has sparked much interest for neuromorphic computing due to the inherent interconnectedness of such wave based approaches. Here, Papp, Porod and Csaba show how neural networks can be implemented using spin-waves, taking advantage of spin-waves intrinsic non-linearity.

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Detalles Bibliográficos
Autores principales:	Ádám Papp, Wolfgang Porod, Gyorgy Csaba
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/cc28816f2e7a4c1bad061729e3d25de0
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

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spelling	oai:doaj.org-article:cc28816f2e7a4c1bad061729e3d25de02021-11-08T11:05:50ZNanoscale neural network using non-linear spin-wave interference10.1038/s41467-021-26711-z2041-1723https://doaj.org/article/cc28816f2e7a4c1bad061729e3d25de02021-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-26711-zhttps://doaj.org/toc/2041-1723Wave based computing has sparked much interest for neuromorphic computing due to the inherent interconnectedness of such wave based approaches. Here, Papp, Porod and Csaba show how neural networks can be implemented using spin-waves, taking advantage of spin-waves intrinsic non-linearity.Ádám PappWolfgang PorodGyorgy CsabaNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-8 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Ádám Papp Wolfgang Porod Gyorgy Csaba Nanoscale neural network using non-linear spin-wave interference
description	Wave based computing has sparked much interest for neuromorphic computing due to the inherent interconnectedness of such wave based approaches. Here, Papp, Porod and Csaba show how neural networks can be implemented using spin-waves, taking advantage of spin-waves intrinsic non-linearity.
format	article
author	Ádám Papp Wolfgang Porod Gyorgy Csaba
author_facet	Ádám Papp Wolfgang Porod Gyorgy Csaba
author_sort	Ádám Papp
title	Nanoscale neural network using non-linear spin-wave interference
title_short	Nanoscale neural network using non-linear spin-wave interference
title_full	Nanoscale neural network using non-linear spin-wave interference
title_fullStr	Nanoscale neural network using non-linear spin-wave interference
title_full_unstemmed	Nanoscale neural network using non-linear spin-wave interference
title_sort	nanoscale neural network using non-linear spin-wave interference
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/cc28816f2e7a4c1bad061729e3d25de0
work_keys_str_mv	AT adampapp nanoscaleneuralnetworkusingnonlinearspinwaveinterference AT wolfgangporod nanoscaleneuralnetworkusingnonlinearspinwaveinterference AT gyorgycsaba nanoscaleneuralnetworkusingnonlinearspinwaveinterference
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Nanoscale neural network using non-linear spin-wave interference

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