Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models

Coherent Ising machines constitute a possible way to solve Ising models, but there are still open questions about their dynamics. In this work, the authors simulate regular and frustrated 2D lattices, highlighting the role of optical pump power and freeze-out effects for solving optimization problem...

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Autores principales:	Fabian Böhm, Takahiro Inagaki, Kensuke Inaba, Toshimori Honjo, Koji Enbutsu, Takeshi Umeki, Ryoichi Kasahara, Hiroki Takesue
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/1eecb7a5647a4d1db2fa5efcfffa6d8d
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spelling	oai:doaj.org-article:1eecb7a5647a4d1db2fa5efcfffa6d8d2021-12-02T16:56:40ZUnderstanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models10.1038/s41467-018-07328-12041-1723https://doaj.org/article/1eecb7a5647a4d1db2fa5efcfffa6d8d2018-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-07328-1https://doaj.org/toc/2041-1723Coherent Ising machines constitute a possible way to solve Ising models, but there are still open questions about their dynamics. In this work, the authors simulate regular and frustrated 2D lattices, highlighting the role of optical pump power and freeze-out effects for solving optimization problems.Fabian BöhmTakahiro InagakiKensuke InabaToshimori HonjoKoji EnbutsuTakeshi UmekiRyoichi KasaharaHiroki TakesueNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-9 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Fabian Böhm Takahiro Inagaki Kensuke Inaba Toshimori Honjo Koji Enbutsu Takeshi Umeki Ryoichi Kasahara Hiroki Takesue Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
description	Coherent Ising machines constitute a possible way to solve Ising models, but there are still open questions about their dynamics. In this work, the authors simulate regular and frustrated 2D lattices, highlighting the role of optical pump power and freeze-out effects for solving optimization problems.
format	article
author	Fabian Böhm Takahiro Inagaki Kensuke Inaba Toshimori Honjo Koji Enbutsu Takeshi Umeki Ryoichi Kasahara Hiroki Takesue
author_facet	Fabian Böhm Takahiro Inagaki Kensuke Inaba Toshimori Honjo Koji Enbutsu Takeshi Umeki Ryoichi Kasahara Hiroki Takesue
author_sort	Fabian Böhm
title	Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
title_short	Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
title_full	Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
title_fullStr	Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
title_full_unstemmed	Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
title_sort	understanding dynamics of coherent ising machines through simulation of large-scale 2d ising models
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/1eecb7a5647a4d1db2fa5efcfffa6d8d
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Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models

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