Potts model solver based on hybrid physical and digital architecture

Hybrid computing seeks to divide operations based on the strengths of digital, analogue or physical architectures. Here, approximate solutions to the multi-state Potts model are found using a physical Ising solver, networked degenerate optical parametric oscillators, repeatedly with learning process...

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Main Authors: Kensuke Inaba, Takahiro Inagaki, Koji Igarashi, Shoko Utsunomiya, Toshimori Honjo, Takuya Ikuta, Koji Enbutsu, Takeshi Umeki, Ryoichi Kasahara, Kyo Inoue, Yoshihisa Yamamoto, Hiroki Takesue
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-022-00908-0
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author Kensuke Inaba
Takahiro Inagaki
Koji Igarashi
Shoko Utsunomiya
Toshimori Honjo
Takuya Ikuta
Koji Enbutsu
Takeshi Umeki
Ryoichi Kasahara
Kyo Inoue
Yoshihisa Yamamoto
Hiroki Takesue
author_facet Kensuke Inaba
Takahiro Inagaki
Koji Igarashi
Shoko Utsunomiya
Toshimori Honjo
Takuya Ikuta
Koji Enbutsu
Takeshi Umeki
Ryoichi Kasahara
Kyo Inoue
Yoshihisa Yamamoto
Hiroki Takesue
author_sort Kensuke Inaba
collection DOAJ
description Hybrid computing seeks to divide operations based on the strengths of digital, analogue or physical architectures. Here, approximate solutions to the multi-state Potts model are found using a physical Ising solver, networked degenerate optical parametric oscillators, repeatedly with learning processes.
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spelling doaj.art-a6e579e5ec33400db4b198f09cce0bc32022-12-22T02:31:47ZengNature PortfolioCommunications Physics2399-36502022-05-01511810.1038/s42005-022-00908-0Potts model solver based on hybrid physical and digital architectureKensuke Inaba0Takahiro Inagaki1Koji Igarashi2Shoko Utsunomiya3Toshimori Honjo4Takuya Ikuta5Koji Enbutsu6Takeshi Umeki7Ryoichi Kasahara8Kyo Inoue9Yoshihisa Yamamoto10Hiroki Takesue11NTT Basic Research Laboratories, NTT CorporationNTT Basic Research Laboratories, NTT CorporationGraduate School of Engineering, Osaka UniversityNational Institute of InformaticsNTT Basic Research Laboratories, NTT CorporationNTT Basic Research Laboratories, NTT CorporationNTT Device Technology Laboratories, NTT CorporationNTT Device Technology Laboratories, NTT CorporationNTT Device Technology Laboratories, NTT CorporationGraduate School of Engineering, Osaka UniversityNTT Physics and Informatics Laboratories, NTT Research Inc.NTT Basic Research Laboratories, NTT CorporationHybrid computing seeks to divide operations based on the strengths of digital, analogue or physical architectures. Here, approximate solutions to the multi-state Potts model are found using a physical Ising solver, networked degenerate optical parametric oscillators, repeatedly with learning processes.https://doi.org/10.1038/s42005-022-00908-0
spellingShingle Kensuke Inaba
Takahiro Inagaki
Koji Igarashi
Shoko Utsunomiya
Toshimori Honjo
Takuya Ikuta
Koji Enbutsu
Takeshi Umeki
Ryoichi Kasahara
Kyo Inoue
Yoshihisa Yamamoto
Hiroki Takesue
Potts model solver based on hybrid physical and digital architecture
Communications Physics
title Potts model solver based on hybrid physical and digital architecture
title_full Potts model solver based on hybrid physical and digital architecture
title_fullStr Potts model solver based on hybrid physical and digital architecture
title_full_unstemmed Potts model solver based on hybrid physical and digital architecture
title_short Potts model solver based on hybrid physical and digital architecture
title_sort potts model solver based on hybrid physical and digital architecture
url https://doi.org/10.1038/s42005-022-00908-0
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