Heuristic recurrent algorithms for photonic Ising machines

Heuristic recurrent algorithms for photonic Ising machines

Application-specific computational hardware helps to solve the limitations of conventional electronics in solving difficult calculation problems. Here the authors present a general heuristic algorithm to solve NP-Hard Ising problems in a photonics implementation.

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Autores principales: Charles Roques-Carmes, Yichen Shen, Cristian Zanoci, Mihika Prabhu, Fadi Atieh, Li Jing, Tena Dubček, Chenkai Mao, Miles R. Johnson, Vladimir Čeperić, John D. Joannopoulos, Dirk Englund, Marin Soljačić
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
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Science
Q
Acceso en línea:https://doaj.org/article/7fc207953e5a4bd083762da3b4d4022e
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spelling oai:doaj.org-article:7fc207953e5a4bd083762da3b4d4022e2021-12-02T17:31:09ZHeuristic recurrent algorithms for photonic Ising machines10.1038/s41467-019-14096-z2041-1723https://doaj.org/article/7fc207953e5a4bd083762da3b4d4022e2020-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-14096-zhttps://doaj.org/toc/2041-1723Application-specific computational hardware helps to solve the limitations of conventional electronics in solving difficult calculation problems. Here the authors present a general heuristic algorithm to solve NP-Hard Ising problems in a photonics implementation.Charles Roques-CarmesYichen ShenCristian ZanociMihika PrabhuFadi AtiehLi JingTena DubčekChenkai MaoMiles R. JohnsonVladimir ČeperićJohn D. JoannopoulosDirk EnglundMarin SoljačićNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-8 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Charles Roques-Carmes
Yichen Shen
Cristian Zanoci
Mihika Prabhu
Fadi Atieh
Li Jing
Tena Dubček
Chenkai Mao
Miles R. Johnson
Vladimir Čeperić
John D. Joannopoulos
Dirk Englund
Marin Soljačić
Heuristic recurrent algorithms for photonic Ising machines
description Application-specific computational hardware helps to solve the limitations of conventional electronics in solving difficult calculation problems. Here the authors present a general heuristic algorithm to solve NP-Hard Ising problems in a photonics implementation.
format article
author Charles Roques-Carmes
Yichen Shen
Cristian Zanoci
Mihika Prabhu
Fadi Atieh
Li Jing
Tena Dubček
Chenkai Mao
Miles R. Johnson
Vladimir Čeperić
John D. Joannopoulos
Dirk Englund
Marin Soljačić
author_facet Charles Roques-Carmes
Yichen Shen
Cristian Zanoci
Mihika Prabhu
Fadi Atieh
Li Jing
Tena Dubček
Chenkai Mao
Miles R. Johnson
Vladimir Čeperić
John D. Joannopoulos
Dirk Englund
Marin Soljačić
author_sort Charles Roques-Carmes
title Heuristic recurrent algorithms for photonic Ising machines
title_short Heuristic recurrent algorithms for photonic Ising machines
title_full Heuristic recurrent algorithms for photonic Ising machines
title_fullStr Heuristic recurrent algorithms for photonic Ising machines
title_full_unstemmed Heuristic recurrent algorithms for photonic Ising machines
title_sort heuristic recurrent algorithms for photonic ising machines
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/7fc207953e5a4bd083762da3b4d4022e
work_keys_str_mv AT charlesroquescarmes heuristicrecurrentalgorithmsforphotonicisingmachines
AT yichenshen heuristicrecurrentalgorithmsforphotonicisingmachines
AT cristianzanoci heuristicrecurrentalgorithmsforphotonicisingmachines
AT mihikaprabhu heuristicrecurrentalgorithmsforphotonicisingmachines
AT fadiatieh heuristicrecurrentalgorithmsforphotonicisingmachines
AT lijing heuristicrecurrentalgorithmsforphotonicisingmachines
AT tenadubcek heuristicrecurrentalgorithmsforphotonicisingmachines
AT chenkaimao heuristicrecurrentalgorithmsforphotonicisingmachines
AT milesrjohnson heuristicrecurrentalgorithmsforphotonicisingmachines
AT vladimirceperic heuristicrecurrentalgorithmsforphotonicisingmachines
AT johndjoannopoulos heuristicrecurrentalgorithmsforphotonicisingmachines
AT dirkenglund heuristicrecurrentalgorithmsforphotonicisingmachines
AT marinsoljacic heuristicrecurrentalgorithmsforphotonicisingmachines
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