Cover : Coherent Ising Machine for Combinatorial Optimization Problems
Cover : Coherent Ising Machine for Combinatorial Optimization Problems Cover : Coherent Ising
https://www.rd.ntt/e/brl/result/activities/file/report16/cover_E.html
A coherent Ising machine for solving complex optimization problems|NTT Basic Research Laboratories | NTT R&D Website
A coherent Ising machine for solving complex optimization problems|NTT Basic Research Laboratories
https://www.rd.ntt/e/brl/latesttopics/2016/10/latest_topics_201610201319.html
Hiroki Takesue Homepage
coherent Ising machine Controlled phase gate for time-bin qubits Coherent Network Computing 2019 to be held
https://www.rd.ntt/brl/people/htakesue/
Research
Research Research Coherent Ising Machine A coherent Ising machine (CIM) is a network of laser
https://www.rd.ntt/brl/people/htakesue/research.html
Coherent Ising Machine for Combinatorial Optimization Problems
Coherent Ising Machine for Combinatorial Optimization Problems Coherent Ising Machine for
https://www.rd.ntt/e/brl/result/activities/file/report16/report19E.html
Performance Comparison between Coherent Ising Machines and Quantum Annealer|NTT R&D Website
developed QAs with as many as thousands of qubits [1]. A coherent Ising machine (CIM) is another Ising
https://www.rd.ntt/e/research/JN202103_10945.html
Publications
, T. Inagaki, K. Inaba, T. Ikuta, and T. Honjo, "Large-scale coherent Ising machine," J. Phys. Soc
https://www.rd.ntt/brl/people/htakesue/papers.html
100,000-spin coherent Ising machine|NTT Basic Research Laboratories | NTT R&D Website
100,000-spin coherent Ising machine|NTT Basic Research Laboratories | NTT R&D Website NTT R&D
https://www.rd.ntt/e/brl/latesttopics/2021/09/latest_topics_202109301549.html
Moving Ising Machines Forward While Taking a Step towards Quantum Networks by Multi-photon Entangled States Based on Time-bin Qubits | NTT R&D Website
Time-bin Qubits coherent Ising machine multi-photon entanglement time-bin qubit Solving a combinatorial
https://www.rd.ntt/e/research/JN202506_34177.html
Toshimori Honjo, Ph.D.
development of Coherent Ising Machine. He is a member of Information Processing Society of Japan (IPSJ
https://www.rd.ntt/brl/people/honjo/
Quantum Optical State Control Research Group | NTT Basic Research Laboratories | NTT R&D Website
(OPOs) haves been studied to realize a coherent Ising machine for combinatorial optimization problems. A
https://www.rd.ntt/e/brl/group_introduction/group_009.html
List of In-house Award Winners
Corporation President Award H. Takesue T. Inagaki K. Inaba T. Honjyo T. Umeki Coherent Ising Machine for
https://www.rd.ntt/e/brl/result/activities/file/report16/data05E.html
量子光制御研究グループ|NTT物性科学基礎研究所|NTT R&D Website
coherent Ising machine" Sci. Adv. 11 (7), eads7223 (2025). Publications in 2024 K. Inoue, and T. Honjo
https://www.rd.ntt/brl/group_introduction/group_009.html
A Computing System for Supporting Application Development Using Ising Machines | NTT R&D Website
optimization problems. Likewise, NTT laboratories are developing a laser-based coherent Ising machine[3]called
https://www.rd.ntt/e/research/JN202309_23087.html
I Wish to Contribute to the World through Research for the Rest of My Life | NTT R&D Website
combinatorial optimization problems using the world's largest-scale coherent Ising machine It has been four
https://www.rd.ntt/e/research/JN202204_17846.html
Applying Optical Oscillator Networks to Diverse Problems as the First Step to Information Processing Systems of the Future | NTT R&D Website
Diverse Problems as the First Step to Information Processing Systems of the Future coherent Ising machine
https://www.rd.ntt/e/research/JN202306_22121.html
Our Research Work | NTT Center for Computing Technologies | NTT R&D Website
between businesses Hybrid Computing Platform for Combinatorial Optimization with the Coherent Ising
https://www.rd.ntt/e/cct/research-results/
Research Activities in NTT Basic Research Laboratories Vol. 27 (2016)
Optical Lattice Coherent Ising Machine for Combinatorial Optimization Problems Quantum State Tomography
https://www.rd.ntt/e/brl/result/activities/file/report16/2016_E.html
コヒーレントイジングマシンと量子アニーリングの性能比較実験|NTT R&D Website
. Kawarabayashi, K. Inoue, S. Utsunomiya, and H. Takesue:“A coherent Ising machine for 2000-node optimization
https://www.rd.ntt/research/JN202103_10945.html
光を使って難問を解く新しい量子計算原理を実現|NTT物性科学基礎研究所 | NTT R&D Website
coherent Ising machine for 2000-node optimization problems" to appear in Science (2000ノードの最適化問題を解くコヒ
https://www.rd.ntt/brl/latesttopics/2016/10/latest_topics_201610211121.html
Activities toward New-principle Computers|NTT R&D Website
laboratories developed a coherent Ising machine (CIM) that can implement all-to-all spin couplings by using
https://www.rd.ntt/e/research/JN202103_10916.html
ISNTT2017 - International School and Symposium on Nanoscale Transport and Photonics
University of Tokyo, Japan Lecture 3"Coherent Ising machine for solving complex optimization problems" Dr
https://www.rd.ntt/brl/event/isntt2017/brlschool.html
Basic Technologies toward the All-Photonics Network | NTT R&D Website
optical transistors [4]. 6. LASOLV™ coherent Ising machine Next-generation computers, many of which have
https://www.rd.ntt/e/research/JN20200126_h.html
Latest Research Contents | NTT Basic Research Laboratories | NTT R&D Website
Using a Graphene Electron Interferometer 09/30/2021 100,000-spin coherent Ising machine 05/14/2021
https://www.rd.ntt/e/brl/latesttopics/
Hiroki Takesue | NTT R&D Website
, integrated quantum photonics, coherent Ising machine More Research Activity Related Contents
https://www.rd.ntt/e/organization/researcher/superior/s_009.html
Profile
network," Project "Coherent Ising machine based on large scale time-division-multiplexed optical
https://www.rd.ntt/brl/people/htakesue/bio.html
LASOLV™ Computing System: Hybrid Platform for Efficient Combinatorial Optimization | NTT R&D Website
semiconductor chips, such as Fujitsu’s Digital Annealing Unit, and the coherent Ising machine (CIM) [1]. The CIM
https://www.rd.ntt/e/research/JN20191127_h.html
社内表彰受賞者一覧
, 4893 (2016). 2017.3.27 物性科学基礎研究所 所長表彰 論文賞 稲垣卓弘 本庄利守 梅木毅伺 圓佛晃次 忠永 修 竹ノ内弘和 武居弘樹 "A coherent Ising machine
https://www.rd.ntt/brl/result/activities/file/report16/data05J.html
Expectations and Prospects for Innovation in Quantum Technology | NTT R&D Website
of a certain scale. NTT reported that its coherent Ising machine called LASOLV™ can solve
https://www.rd.ntt/e/research/JN202304_21549.html
List of Visitors’ Talks
cells July 3 Mr. Ryan Hamerly (Stanford University, U.S.A.) Theory of Coherent Ising Machine: Pulse
https://www.rd.ntt/e/brl/result/activities/file/report15/data03E.html
Large-scale artificial spin network realized using long-distance optical fiber cavity|NTT Basic Research Laboratories | NTT R&D Website
achievement will provide a fundamental component for the coherent Ising machine (CIM), which is expected to be
https://www.rd.ntt/e/brl/latesttopics/2016/04/latest_topics_201604181637.html
Changing the World through Basic Research on Light Demands a Pioneering Spirit and Results beyond the Ordinary | NTT R&D Website
a large-scale coherent Ising machine (CIM). This is a type of computer used to solve through
https://www.rd.ntt/e/research/JN20180651_h.html
Annual_report_2019_E.pdf
density = 50%) Low edge density graph (d: number of edges per vertex) Coherent Ising machine (CIM) Quantum
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2019_E.pdf
論文|NTT物性科学基礎研究所|NTT R&D Website
"Optimization by Neural Networks in the Coherent Ising Machine and its Application to Wireless Communication
https://www.rd.ntt/brl/result/publications/paper_2021.html
論文|NTT物性科学基礎研究所|NTT R&D Website
. Kasahara "Observing a Phase Transition in a Coherent Ising Machine" Phys. Rev. Appl. 19 (3), L031001 (2023
https://www.rd.ntt/brl/result/publications/paper_2023.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
"Optimization by Neural Networks in the Coherent Ising Machine and its Application to Wireless Communication
https://www.rd.ntt/e/brl/result/publications/paper_2021.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
. Kasahara "Observing a Phase Transition in a Coherent Ising Machine" Phys. Rev. Appl. 19 (3), L031001 (2023
https://www.rd.ntt/e/brl/result/publications/paper_2023.html
国際会議招待講演一覧
Optical Parametric Oscillator for Coherent Ising machine", IEEE Photonics Society Summer Topical Meeting
https://www.rd.ntt/brl/result/activities/file/report15/data11J.html
List of Invited Talks
-Division-Multiplexed Degenerate Optical Parametric Oscillator for Coherent Ising machine", IEEE Photonics
https://www.rd.ntt/e/brl/result/activities/file/report15/data10E.html
論文|NTT物性科学基礎研究所|NTT R&D Website
. Hasegawa "High-Speed Resource Allocation Algorithm Using a Coherent Ising Machine for NOMA Systems" IEEE
https://www.rd.ntt/brl/result/publications/paper_2024.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
. Hasegawa "High-Speed Resource Allocation Algorithm Using a Coherent Ising Machine for NOMA Systems" IEEE
https://www.rd.ntt/e/brl/result/publications/paper_2024.html
Innovative Network for 2030 (Beyond 2020) | NTT R&D Website
coherent Ising machine and LASOLVTM Computing System/Software Development Kit (LCS/SDK)*. Combining these
https://www.rd.ntt/e/research/JN20200122_h.html
NTTBrl_honbun_E_190306.indd
Communication Experiments in Telecommunication Band Coherent Ising Machine Research Subject Distinguished
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2018_E.pdf
学術論文出版一覧
, S. Utsunomiya, and H. Takesue, "A Coherent Ising Machine for 2000-Node Optimization Problems
https://www.rd.ntt/brl/result/activities/file/report16/data10J.html
Publication List
, K. Kawarabayashi, K. Inoue, S. Utsunomiya, and H. Takesue, "A Coherent Ising Machine for 2000-Node
https://www.rd.ntt/e/brl/result/activities/file/report16/data09E.html
論文|NTT物性科学基礎研究所|NTT R&D Website
. Utsunomiya and H. Takesue A coherent Ising machine for 2000-node optimization problems Science 354 (6312
https://www.rd.ntt/brl/result/publications/paper_2016.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
. Utsunomiya and H. Takesue "A coherent Ising machine for 2000-node optimization problems" Science 354 (6312
https://www.rd.ntt/e/brl/result/publications/paper_2016.html
Report_16_E.pdf
Cover : Coherent Ising Machine for Combinatorial Optimization Problems Combinatorial optimization
https://www.rd.ntt/e/brl/result/activities/file/report16/Report_16_E.pdf
Microsoft Word - Symposium_Timetable_1012verバス無しotani.docx
) Lecture 3 15:45 Coherent Ising machine for solving complex optimization problems Dr. Hiroki Takesue
https://www.rd.ntt/brl/event/isntt2017/download/Symposium_Timetable_r1.pdf
Photonic Implementation of Reservoir Computing | NTT R&D Website
, K. Aihara, K. Kawarabayashi, K. Inoue, S. Utsunomiya, and H. Takesue, “A Coherent Ising Machine for
https://www.rd.ntt/e/research/JN202206_18595.html
BRLセミナー 講演一覧
of Coherent Ising Machine: Pulse-shape Dynamics in Synchronously Pumped Optical Parametric
https://www.rd.ntt/brl/result/activities/file/report15/data03J.html
Network Design Technologies Supporting the All-Photonics Network | NTT R&D Website
-2795, 2014. [2]Coherent Ising Machine: LASOLV, https://www.rd.ntt/e/ [3]Japan Photonic Network Model
https://www.rd.ntt/e/research/JN20200322_h.html
100,000スピン コヒーレントイジングマシンを実現|NTT物性科学基礎研究所 | NTT R&D Website
に基づく計算システム「LASOLV」の応用を開拓します。 論文情報 論文タイトル:100,000-spin coherent Ising machine 著者: Toshimori Honjo
https://www.rd.ntt/brl/latesttopics/2021/09/latest_topics_202109301916.html
Report on the NTT R&D Forum — Road to IOWN 2022|NTT R&D Website
a physical machine. This led to the IOWN initiative's LASOLVTM coherent Ising machine for solving
https://www.rd.ntt/e/forum/2022/keynote_2.html
コヒーレントイジングマシンの可能性を探求し、タイムビン多光子もつれ状態を生成して量子ネットワークへ一歩前進 | NTT R&D Website
in large-scale graphs with a coherent Ising machine,” Sci. Adv., Vol.11, No.7,eads7223, 2025. (2)H
https://www.rd.ntt/research/JN202506_34177.html
untitled
Advanced Science and Technology (RCAST) The University of Tokyo Coherent Ising Machine for Solving Complex
https://www.rd.ntt/brl/event/isntt2017/download/Oral_Program_r2.pdf
最大の願いは「貢献」。年齢を重ねても研究するスピリットを持ち続けていたい | NTT R&D Website
coherent Ising machine,"Science Advances, Vol. 7, No. 40, eabh0952, 2021. (3)Y. B. Zhang, H. Lo, A. Mink, T
https://www.rd.ntt/research/JN202204_17846.html
Heterogeneous Materials and Devices Research Group|Device Technology Laboratories|NTT R&D Website
-spin coherent Ising machine ~High-speed solution search for large-scale combinatorial optimization
https://www.rd.ntt/e/dtl/technology/heterogeneous_materials_and_devices_research_group_ntt_device_technology_laboratories_ntt_rd_website.html
Experimental realization of photonic spiking neural network toward a new neuromorphic computing|NTT Basic Research Laboratories | NTT R&D Website
construct a coherent Ising machine, which is a machine for solving combinatorial optimization problems. We
https://www.rd.ntt/e/brl/latesttopics/2021/04/latest_topics_202104231435.html
長距離光ファイバ共振器を用いて光による大規模人工スピンネットワークの生成に成功|NTT物性科学基礎研究所 | NTT R&D Website
で盛んになってきました。 中でも、コヒーレントイジングマシン(coherent Ising machine)は、光を用いて実現した人工スピン群により高速にイジングモデルを解く可能性がある計算機として現在
https://www.rd.ntt/brl/latesttopics/2016/04/latest_topics_201604181354.html
論文|NTT物性科学基礎研究所|NTT R&D Website
-scale Coherent Ising Machine J. Phys. Soc. Jpn. 88 (6), 061014 (2019). Y. Takeuchi, Y. Matsuzaki, K
https://www.rd.ntt/brl/result/publications/paper_2019.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
-scale Coherent Ising Machine" J. Phys. Soc. Jpn. 88 (6), 061014 (2019). Y. Takeuchi, Y. Matsuzaki, K
https://www.rd.ntt/e/brl/result/publications/paper_2019.html
NTTBrl_honbun_E_260302.indd
allocation. We explore the MIS on large-scale graphs using a coherent Ising machine (CIM), which simulates
https://www.rd.ntt/brl/result/activities/file/annual_report/NTTBrl_E_260310_print.pdf
論文|NTT物性科学基礎研究所|NTT R&D Website
independent sets in large-scale graphs with a coherent Ising machine" Sci. Adv. 11 (7), eads7223 (2025). M
https://www.rd.ntt/brl/result/publications/paper_2025.html
Publications | NTT Basic Research Laboratories | NTT R&D Website
independent sets in large-scale graphs with a coherent Ising machine" Sci. Adv. 11 (7), eads7223 (2025). M
https://www.rd.ntt/e/brl/result/publications/paper_2025.html
国際会議招待講演一覧
Time-multiplexed Degenerate Optical Parametric Oscillators for Coherent Ising Machine", SPIE Photonics
https://www.rd.ntt/brl/result/activities/file/report16/data11J.html
List of Invited Talks
Spin Network Based on Time-multiplexed Degenerate Optical Parametric Oscillators for Coherent Ising
https://www.rd.ntt/e/brl/result/activities/file/report16/data10E.html
光を用いたコヒーレントイジングマシンと超伝導量子ビットを用いた 量子アニーリングマシンの計算性能を実験で比較|NTT物性科学基礎研究所 | NTT R&D Website
を応用することで、イジングモデルの基底状態を高速に探索する新しい手法の研究が様々な種類の物理システムを用いて近年進展しています。 本研究のコヒーレントイジングマシン(coherent Ising
https://www.rd.ntt/brl/latesttopics/2019/05/latest_topics_201905251454.html
Software Innovation for Disaggregated Computing|NTT R&D Website
researching and developing software that efficiently uses the coherent Ising machine called LASOLVTM (with NTT
https://www.rd.ntt/e/research/JN202012_8919.html
Optical Device Technology for Next-generation Computing Using Light | NTT R&D Website
. These devices enable non-Neumann-type computers such as coherent Ising machines [7] and optical
https://www.rd.ntt/e/research/JN202206_18551.html
NTTBrl__E_h1
Realization of Large-scale Coherent Ising Machine H. Takesue International Conference on BioSensors
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2017_E.pdf
NTTBrl_honbun_E_220301-2.indd
quantum computation. 100,000-spin Coherent Ising Machine Detection of High-frequency Defects in
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2021_E.pdf
Report on the NTT R&D Forum 2018 (Autumn) | NTT R&D Website
(Basic research: B06) Here present the Coherent Ising Machine 'LASOLV' to solve difficult problems using
https://www.rd.ntt/e/forum/forum2018_autumn.html
Updates | NTT R&D Website
Performance and Ultimately Contribute to People's Well-being 02/16/2026 Coherent Optical-amplifier-repeater
https://www.rd.ntt/e/update_information/
A Digital World of Humans and Society-Digital Twin Computing | NTT R&D Website
of technology supporting such large-scale computation is the LASOLVTM coherent Ising machine now
https://www.rd.ntt/e/research/JN20200117_h.html
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Ising Machine for Solving Complex Optimization Problems Dr. Hiroki Takesue NTT Basic Research
https://www.rd.ntt/brl/event/isntt2017/download/Complete_Program_r1.pdf
BRLセミナー|NTT物性科学基礎研究所|NTT R&D Website
Tokyo 2017年4月11日 Serial Number 121 / FY17/01st Coherent Ising machine and XY machine SpeakerDr. Shoko
https://www.rd.ntt/brl/overview/brl-seminar.html
Japanese publications
都新宿区)(2019年3月21日)(招待講演). 本庄利守, 稲垣卓弘, 稲葉謙介, 生田拓也, 武居弘樹, 「Coherent Ising machineにおけるFPGA測定フィードバックシス
https://www.rd.ntt/brl/people/htakesue/papersj.html
「光発振器ネットワーク」をさまざまな課題に応用し、情報処理システムの未来へ新たな一歩を踏み出す | NTT R&D Website
ングモデルを表現することで、コヒーレントイジングマシン(CIM:Coherent Ising Machine)と呼ばれる新しい仕組みの情報処理システムが実現しました。この計算機では、縮退光パラメトリック発振
https://www.rd.ntt/research/JN202306_22121.html
Research Activities
, each in a single step. (a) Scanning electron micrograph of the two-qubit device. (b) Coherent
https://www.rd.ntt/e/brl/result/activities/file/report09/BRLreport_2009E.pdf
Annual_report_2020_E.pdf
Coherent Ising Machine Research SubjectResearch Subject Research Subject Research Subject Quantum and Nano
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2020_E.pdf
Annual_report_2024_E.pdf
Band Coherent Ising Machine Research on Functional Materials for Green Innovation Research Subject
https://www.rd.ntt/brl/brl/result/activities/file/annual_report/Annual_report_2024_E.pdf
NTTBrl_honbun_E_250225.indd
Band Coherent Ising Machine Research on Functional Materials for Green Innovation Research Subject
https://www.rd.ntt/brl/result/activities/file/annual_report/NTTBrl_E_250321_print.pdf
山本 喜久|NTT R&D Website
. Wang, A. Marandi, K. Wen, R. L. Byer, and Y. Yamamoto, "Coherent Ising machine based on degenerate
https://www.rd.ntt/organization/authority/008.html
Annual_report_2023_E.pdf
Ising Machine Research Subject Research Subject Research Subject Quantum Optical Physics Research Group
https://www.rd.ntt/brl/brl/result/activities/file/annual_report/Annual_report_2023_E.pdf
Annual_report_2023_E.pdf
Ising Machine Research Subject Research Subject Research Subject Quantum Optical Physics Research Group
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2023_E.pdf
NTT R&D FORUM 2025 Event Report | NTT R&D Website
verbalization of brain activity (mind captioning), machine unlearning that enables the deletion of specific
https://www.rd.ntt/e/forum/2025/
NTTBrl_honbun_E_230228_final.indd
Telecommunication Band Coherent Ising Machine Research SubjectResearch Subject Research Subject Research Subject
https://www.rd.ntt/brl/brl/result/activities/file/annual_report/Annual_report_2022_E.pdf
NTTBrl_honbun_E_230228_final.indd
Telecommunication Band Coherent Ising Machine Research SubjectResearch Subject Research Subject Research Subject
https://www.rd.ntt/e/brl/result/activities/file/annual_report/Annual_report_2022_E.pdf
Report_16_J.pdf
https://www.rd.ntt/brl/result/activities/file/report16/Report_16_J.pdf
Keynote Speech 2|Report on the NTT R&D Forum 2021|NTT R&D Website
advancement in IOWN computers. We also believe that the coherent Ising machine LASOLV, which is being
https://www.rd.ntt/e/forum/2021/keynote_2.html
Report_15_J.pdf
https://www.rd.ntt/brl/result/activities/file/report15/Report_15_J.pdf
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