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Decision making using nano-optics and laser chaos

Research Project

Project/Area Number 17H01277
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Electron device/Electronic equipment
Research InstitutionThe University of Tokyo (2019)
National Institute of Information and Communications Technology (2017-2018)

Principal Investigator

Naruse Makoto  東京大学, 大学院情報理工学系研究科, 教授 (20323529)

Co-Investigator(Kenkyū-buntansha) 堀 裕和  山梨大学, 大学院総合研究部, 教授 (10165574)
内山 和治  山梨大学, 大学院総合研究部, 助教 (70538165)
西郷 甲矢人  長浜バイオ大学, バイオサイエンス学部, 准教授 (80615154)
松本 敦  国立研究開発法人情報通信研究機構, ネットワークシステム研究所ネットワーク基盤研究室, 研究員 (30580188)
岡村 和弥  名古屋大学, 情報学研究科, 特任助教 (90725178)
金 成主  慶應義塾大学, 政策・メディア研究科, 特任准教授 (30455456)
赤羽 浩一  国立研究開発法人情報通信研究機構, ネットワークシステム研究所ネットワーク基盤研究室, 主任研究員 (50359072)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥44,070,000 (Direct Cost: ¥33,900,000、Indirect Cost: ¥10,170,000)
Fiscal Year 2019: ¥11,310,000 (Direct Cost: ¥8,700,000、Indirect Cost: ¥2,610,000)
Fiscal Year 2018: ¥14,560,000 (Direct Cost: ¥11,200,000、Indirect Cost: ¥3,360,000)
Fiscal Year 2017: ¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Keywords意思決定 / 応用光学 / 先端機能デバイス / レーザーカオス / 光システム
Outline of Final Research Achievements

The present study physically resolves decision making problem, which is one of the most important elements in information and communications technology (ICT) including artificial intelligence (AI), by utilizing the unique physical nature of photons. Specifically, diffraction-limit-free nano-scale photonic decision making is investigated by utilizing photochromic materials and near-field photons. Furthermore, ultrafast decision making is developed whereby the ultrahigh-bandwidth nature of photons and chaotic dynamics of lasers are exploited. Also, theoretical fundamentals for such photon-based intelligent abilities are examined.

Academic Significance and Societal Importance of the Research Achievements

意思決定の高速化・高効率化は不確実性の高まる現在及び今後の社会及び情報通信技術において重要であり、本研究は、光の物理的特徴が意思決定の高度化に寄与できる可能性を示した。また、光を用いた意思決定に限らず、自然系を用いた情報処理機能構築の構築は今後の重要課題であり、圏論を用いて、新たな理論的アプローチを示した。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (78 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (2 results) Journal Article (27 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 27 results,  Open Access: 18 results) Presentation (41 results) (of which Int'l Joint Research: 21 results,  Invited: 11 results) Book (2 results) Remarks (5 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] University of Ottawa(カナダ)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Institut NEEL(フランス)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Decision Making Photonics: Solving Bandit Problems Using Photons2020

    • Author(s)
      Naruse Makoto、Chauvet Nicolas、Uchida Atsushi、Drezet Aurelien、Bachelier Guillaume、Huant Serge、Hori Hirokazu
    • Journal Title

      IEEE Journal of Selected Topics in Quantum Electronics

      Volume: 26 Issue: 1 Pages: 1-10

    • DOI

      10.1109/jstqe.2019.2929217

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Lotka-Volterra competition mechanism embedded in a decision-making method2020

    • Author(s)
      Niiyama Tomoaki、Furuhata Genki、Uchida Atsushi、Naruse Makoto、Sunada Satoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 89 Issue: 1 Pages: 014801-014801

    • DOI

      10.7566/jpsj.89.014801

    • NAID

      40022121577

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series2020

    • Author(s)
      Takeuchi Shungo、Hasegawa Mikio、Kanno Kazutaka、Uchida Atsushi、Chauvet Nicolas、Naruse Makoto
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 1574-1574

    • DOI

      10.1038/s41598-020-58541-2

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generation of Schubert polynomial series via nanometre-scale photoisomerization in photochromic single crystal and double-probe optical near-field measurements2020

    • Author(s)
      Uchiyama Kazuharu、Suzui Hirotsugu、Nakagomi Ryo、Saigo Hayato、Uchida Kingo、Naruse Makoto、Hori Hirokazu
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 2710-2710

    • DOI

      10.1038/s41598-020-59603-1

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experimental demonstration of random walk by probability chaos using single photons2020

    • Author(s)
      M. Naruse, M. Berthel, H. Hori, A. Drezet, and S. Huant
    • Journal Title

      Applied Physics Express

      Volume: 13 Issue: 4 Pages: 042006-042006

    • DOI

      10.35848/1882-0786/ab7bf8

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On-chip photonic decision maker using spontaneous mode switching in a ring laser2019

    • Author(s)
      Homma Ryutaro、Kochi Satoshi、Niiyama Tomoaki、Mihana Takatomo、Mitsui Yusuke、Kanno Kazutaka、Uchida Atsushi、Naruse Makoto、Sunada Satoshi
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 9429-9429

    • DOI

      10.1038/s41598-019-45754-3

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Entangled-photon decision maker2019

    • Author(s)
      N. Chauvet, D. Jegouso, B. Boulanger, H. Saigo, K. Okamura, H. Hori, A. Drezet, S. Huant, G. Bachelier, and M. Naruse
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 12229-12229

    • DOI

      10.1038/s41598-019-48647-7

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generative adversarial network based on chaotic time series2019

    • Author(s)
      Naruse Makoto、Matsubara Takashi、Chauvet Nicolas、Kanno Kazutaka、Yang Tianyu、Uchida Atsushi
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 12963-12963

    • DOI

      10.1038/s41598-019-49397-2

    • NAID

      120006728096

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decision making for the multi-armed bandit problem using lag synchronization of chaos in mutually coupled semiconductor lasers2019

    • Author(s)
      Mihana Takatomo、Mitsui Yusuke、Takabayashi Mizuho、Kanno Kazutaka、Sunada Satoshi、Naruse Makoto、Uchida Atsushi
    • Journal Title

      Optics Express

      Volume: 27 Issue: 19 Pages: 26989-26989

    • DOI

      10.1364/oe.27.026989

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Novel frontier of photonics for data processing - Photonic accelerator2019

    • Author(s)
      Kitayama Ken-ichi、Notomi Masaya、Naruse Makoto、Inoue Koji、Kawakami Satoshi、Uchida Atsushi
    • Journal Title

      APL Photonics

      Volume: 4 Issue: 9 Pages: 090901-090901

    • DOI

      10.1063/1.5108912

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness2019

    • Author(s)
      Northoff Georg、Tsuchiya Naotsugu、Saigo Hayato
    • Journal Title

      Entropy

      Volume: 21 Issue: 12 Pages: 1234-1234

    • DOI

      10.3390/e21121234

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Unidirectional light transmiission by two-layer nanostructures interacting via optical near-fields2019

    • Author(s)
      Naruse Makoto、Ishii Satoshi、Motte Jean-Francois、Drezet Aur?lien、Huant Serge、Hori Hirokazu
    • Journal Title

      Applied Physics Express

      Volume: 12 Issue: 2 Pages: 022007-022007

    • DOI

      10.7567/1882-0786/aafca0

    • NAID

      210000135587

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analysis of Soft Robotics Based on the Concept of Category of Mobility2019

    • Author(s)
      Saigo Hayato、Naruse Makoto、Okamura Kazuya、Hori Hirokazu、Ojima Izumi
    • Journal Title

      Complexity

      Volume: 2019 Issue: 1 Pages: 1-12

    • DOI

      10.1155/2019/1490541

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Scalable photonic reinforcement learning by time-division multiplexing of laser chaos2018

    • Author(s)
      Naruse Makoto、Mihana Takatomo、Hori Hirokazu、Saigo Hayato、Okamura Kazuya、Hasegawa Mikio、Uchida Atsushi
    • Journal Title

      Scientific Reports

      Volume: 8 Issue: 1 Pages: 1-16

    • DOI

      10.1038/s41598-018-29117-y

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Category Theoretic Analysis of Photon-Based Decision Making2018

    • Author(s)
      Naruse Makoto、Kim Song-Ju、Aono Masashi、Berthel Martin、Drezet Aur?lien、Huant Serge、Hori Hirokazu
    • Journal Title

      International Journal of Information Technology & Decision Making

      Volume: 17 Issue: 05 Pages: 1305-1333

    • DOI

      10.1142/s0219622018500268

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Nanometre-scale pattern formation on the surface of a photochromic crystal by optical near-field induced photoisomerization2018

    • Author(s)
      Ryo Nakagomi, Kazuharu Uchiyama, Hirotsugu Suzui, Eri Hatano, Kingo Uchida, Makoto Naruse, Hirokazu Hori
    • Journal Title

      Scientific Reports

      Volume: 8 Issue: 1 Pages: 14468-14468

    • DOI

      10.1038/s41598-018-32862-9

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Why is the environment important for decision making? Local reservoir model for choice-based learning2018

    • Author(s)
      Naruse Makoto、Yamamoto Eiji、Nakao Takashi、Akimoto Takuma、Saigo Hayato、Okamura Kazuya、Ojima Izumi、Northoff Georg、Hori Hirokazu
    • Journal Title

      PLOS ONE

      Volume: 13 Issue: 10 Pages: e0205161-e0205161

    • DOI

      10.1371/journal.pone.0205161

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 光を用いた意思決定-バンディット問題を光で解く-2018

    • Author(s)
      成瀬 誠、内田淳史、S. Huant
    • Journal Title

      人工知能

      Volume: 33 Pages: 592-599

    • NAID

      130007917515

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser2018

    • Author(s)
      Mihana Takatomo、Terashima Yuta、Naruse Makoto、Kim Song-Ju、Uchida Atsushi
    • Journal Title

      Complexity

      Volume: 2018 Issue: 1 Pages: 1-8

    • DOI

      10.1155/2018/4318127

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Improving throughput using multi-armed bandit algorithm for wireless LANs2018

    • Author(s)
      Kuroda Kaori、Kato Hiroki、Kim Song-Ju、Naruse Makoto、Hasegawa Mikio
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 9 Issue: 1 Pages: 74-81

    • DOI

      10.1587/nolta.9.74

    • NAID

      130006301354

    • ISSN
      2185-4106
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Ultrafast photonic reinforcement learning based on laser chaos2017

    • Author(s)
      Naruse Makoto、Terashima Yuta、Uchida Atsushi、Kim Song-Ju
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 8772-8772

    • DOI

      10.1038/s41598-017-08585-8

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Nano-optical functionality based on local photoisomerization in photochromic single crystal2017

    • Author(s)
      Nakagomi Ryo、Uchiyama Kazuharu、Kubota Satoru、Hatano Eri、Uchida Kingo、Naruse Makoto、Hori Hirokazu
    • Journal Title

      Applied Physics A

      Volume: 124 Issue: 1 Pages: 10-10

    • DOI

      10.1007/s00339-017-1431-2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Implementation of pulse timing discriminator functionality into a GeSbTe/GeCuTe double layer structure2017

    • Author(s)
      Akimoto Ryota、Handa Hiroaki、Shindo Satoshi、Sutou Yuji、Kuwahara Masashi、Naruse Makoto、Saiki Toshiharu
    • Journal Title

      Optics Express

      Volume: 25 Issue: 22 Pages: 26825-26825

    • DOI

      10.1364/oe.25.026825

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Category Theory Approach to Solution Searching Based on Photoexcitation Transfer Dynamics2017

    • Author(s)
      Naruse Makoto、Aono Masashi、Kim Song-Ju、Saigo Hayato、Ojima Izumi、Okamura Kazuya、Hori Hirokazu
    • Journal Title

      Philosophies

      Volume: 2 Issue: 3 Pages: 16-16

    • DOI

      10.3390/philosophies2030016

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A New Kind of Aesthetics - The Mathematical Structure of the Aesthetic2017

    • Author(s)
      Kubota Akihiro、Hori Hirokazu、Naruse Makoto、Akiba Fuminori
    • Journal Title

      Philosophies

      Volume: 2 Issue: 3 Pages: 14-14

    • DOI

      10.3390/philosophies2030014

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Near-field surface plasmon field enhancement induced by rippled surfaces2017

    • Author(s)
      D’Acunto Mario、Fuso Francesco、Micheletto Ruggero、Naruse Makoto、Tantussi Francesco、Allegrini Maria
    • Journal Title

      Beilstein Journal of Nanotechnology

      Volume: 8 Pages: 956-967

    • DOI

      10.3762/bjnano.8.97

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A note on the roles of quantum and mechanical models in social biophysics2017

    • Author(s)
      Takahashi Taiki、Kim Song-Ju、Naruse Makoto
    • Journal Title

      Progress in Biophysics and Molecular Biology

      Volume: 130 Pages: 103-105

    • DOI

      10.1016/j.pbiomolbio.2017.06.003

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Order recognition in multi-armed bandit problem with chaotic laser time series2020

    • Author(s)
      N. Narisawa, N. Chauvet, M. Hasegawa, and M. Naruse
    • Organizer
      The 8th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Channel selection in wireless communications by multi-armed bandit algorithm using chaotic time series2020

    • Author(s)
      S. Takeuchi, M. Naruse, K. Kanno, A. Uchida, and M. Hasegawa
    • Organizer
      The 8th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Information network using precision time synchronization via wireless interferometry: delay tolerance and skew evaluations2020

    • Author(s)
      D. Koyama, N. Shiga, S. Yasuda, N. Chauvet, and M. Naruse
    • Organizer
      The 8th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decision making using classical and quantum light2020

    • Author(s)
      M. Naruse, N. Chauvet, S.Huant, S. Sunada, A. Uchida, and H. Hori
    • Organizer
      AI and Optical Data Science conference, SPIE Photonics West
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 一方向リングレーザーネットワークにおける遅延カオス同期と意思決定2020

    • Author(s)
      巳鼻孝朋、藤井聖広、菅野円隆、成瀬 誠、内田淳史
    • Organizer
      レーザー学会第541回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 戻り光を有するマルチモード半導体レーザーにおけるモード競合ダイナミクスと意思決定への応用2020

    • Author(s)
      岩見龍吾、巳鼻孝朋、菅野円隆、成瀬 誠、内田淳史
    • Organizer
      レーザー学会第541回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 多本腕バンディット問題における最良選択に対する複雑ダイナミクスの効果2020

    • Author(s)
      河内聡志、新山友暁、内田淳史、成瀬 誠、砂田 哲
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 非定常な報酬確率のバンディット問題における半導体レーザカオスを用いた意思決定2020

    • Author(s)
      小田章裕、巳鼻孝朋、成瀬 誠、内田淳史
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 綱引き理論に基づく半導体レーザネットワークを用いた意思決定2020

    • Author(s)
      巳鼻孝朋、藤井聖広、菅野円隆、成瀬 誠、内田淳史
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] フォトクロミック単結晶薄膜における開環体-閉環体境界の動的形成2020

    • Author(s)
      鈴井 洸胤、内山 和治、中込 亮、河野 瑠菜、内田 欣吾、成瀬 誠、堀 裕和
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 量子ウォークによるドレスト光子のエネルギー移動の自律性について2020

    • Author(s)
      瀬川 悦生、松岡 雷士、西郷 甲矢人、三宮 俊、大津 元一
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ドレスト光子エネルギー移動における定常状態への収束過程2020

    • Author(s)
      三宮 俊、西郷 甲矢人、大津 元一
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 近接場分光によるInGaN量子井戸におけるキャリア輸送現象の解明(Ⅱ)2020

    • Author(s)
      櫻井 杏梨、岩本 亘平、石川 陽、堀 裕和、小林 潔、岸野 克巳、酒井 優
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 戻り光を付加された量子ドットレーザーのダイナミクス実験2020

    • Author(s)
      山崎和人、菅野円隆、松本 敦、成瀬 誠、山本直克、内田淳史
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Decision Making by Photons2019

    • Author(s)
      M. Naruse, N. Chauvet, A. Uchida, S. Huant, H. Hori
    • Organizer
      Conference Proceedings of The 1th International Conference on Multimedia Information Technology and Applications (MITA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Single hybrid plasmonic structures for efficient photon pair production at the nanoscale2019

    • Author(s)
      N. Chauvet, M.Corny, G. Laurent, A. Drezet, G. Nogues, G. Dantelle, T.Gacoin, A. Uchida, H. Hori, S. Huant, G. Bachelier, and M. Naruse
    • Organizer
      10th International Conference on Metamaterials, Photonic Crystals and Plasmonics (META2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Experimental investigation of nonlinear dynamics and bifurcation in a quantum-dot laser with optical feedback2019

    • Author(s)
      K. Yamasaki, K. Kanno, A. Matsumoto, M. Naruse, N. Yamamoto, and A. Uchida
    • Organizer
      Frontiers in Optics 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decision making using lag synchronization of chaos in mutually-coupled semiconductor lasers2019

    • Author(s)
      T. Mihana, Y. Mitsui, M. Takabayashi, K. Kanno, M. Naruse, and A. Uchida
    • Organizer
      Frontiers in Optics 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 相互結合された半導体レーザの遅延カオス同期を用いた意思決定実験2019

    • Author(s)
      高林 瑞穂、三井 湧方、巳鼻 孝朋、菅野 円隆、成瀬 誠、内田 淳史
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 時刻同期を用いた単一ワードアービトレーション光ネットワーク2019

    • Author(s)
      王 允卓、中村文彦、志賀信泰、安田 哲、Nicolas Chauvet、成瀬 誠
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 動的当たり確率の多腕バンディット問題におけるレーザカオスを用いた意思決定方式の性能向上2019

    • Author(s)
      小田 章裕、巳鼻 孝朋、岩見 龍吾、菅野 円隆、成瀬 誠、内田 淳史
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] マルチモード半導体レーザのモード競合ダイナミクスを用いた多腕バンディット問題における意思決定2019

    • Author(s)
      岩見 龍吾、巳鼻 孝朋、小田 章裕、菅野 円隆、 成瀬 誠、内田 淳史
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 量子ドットレーザを用いた戻り光によるカオス生成におけるヒステリシス現象の観測2019

    • Author(s)
      松本 敦、赤羽 浩一、山崎 和人、菅野 円隆、山本 直克、堀 裕和、成瀬 誠、内田 淳史
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Entangled Photons, a New Resource for Social Decision Making2019

    • Author(s)
      N. Chauvet, A. Uchida, H. Hori, A. Drezet, S. Huant, G. Bachelier, and M. Naruse
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 超高速意思決定に向けたシリコンCMOS高速履歴記憶の回路設計2019

    • Author(s)
      原 紳介、董 鋭冰、松本 敦、笠松 章史、伊藤 浩之、関根 かをり、成瀬 誠
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] フォトクロミック単結晶薄膜における開環体-閉環体境界の動的形成の解明2019

    • Author(s)
      鈴井 洸胤、内山 和治、中込 亮、河野 瑠菜、内田 欣吾、成瀬 誠、堀 裕和
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 光を用いた意思決定メカニズム2019

    • Author(s)
      成瀬 誠、N. Chauvet、S. Huant、砂田 哲、内田淳史、長谷川 幹雄、堀 裕和
    • Organizer
      革新的無線通信技術に関する横断型研究会(MIKA)
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Decision Making based on Photonics2019

    • Author(s)
      M. Naruse, N. Chauvet, S. Sunada, K. Uchiyama, K. Uchida, M. Hasegawa, A. Uchida, and H. Hori
    • Organizer
      第4回JSAPフォトニクスワークショップ「光の新時代を切り拓く!!」
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Photonic machine learning with microcavities2019

    • Author(s)
      S. Sunada, A. Uchida, and M. Naruse
    • Organizer
      The 6th International Workshop on Microcavities and Their Applications
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Optimal complex dynamics for solving multi-armed bandit problems using chaotic time series2019

    • Author(s)
      S. Kochi, T. Niiyama, A. Uchida, M. Naruse, and S. Sunada
    • Organizer
      2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive selection of dynamical models based on decision making in laser-based reservoir computing2019

    • Author(s)
      K. Kanno, M. Naruse, and A. Uchida
    • Organizer
      2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Laser network for lag synchronization of chaos and decision making2019

    • Author(s)
      T. Mihana, K. Kanno, M. Naruse, and A. Uchida
    • Organizer
      2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decision making for multi-armed bandit problem with variable hit probabilities using chaotic laser signals2019

    • Author(s)
      A. Oda, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
    • Organizer
      2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Experiment on decision making using lag synchronization of chaos in mutually-coupled semiconductor lasers with time delay2019

    • Author(s)
      M. Takabayashi, Y. Mitsui, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
    • Organizer
      2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamical channel selection in wireless communications by multi-armed bandit algorithm using chaotic time series2019

    • Author(s)
      S. Takeuchi, M. Naruse, T. Mihana, K. Kanno, A. Uchida, M. Jing, M. Hasegawa
    • Organizer
      7th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 光を用いた意思決定2019

    • Author(s)
      成瀬 誠、内田淳史、S. Huant、堀 裕和
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Decision Making by Classical and Quantum Light2018

    • Author(s)
      M. Naruse, N. Chauvet, D. Jegouso, A. Uchida, H. Hori, A. Drezet, B. Boulanger, S. Huant, and G. Bachelier
    • Organizer
      15th international conference of Near-field Optics and Nanophotonics (NFO-15)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Category Theory of Decision Making2018

    • Author(s)
      H. Hori, M. Naruse
    • Organizer
      2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Decision Making by Photonics2017

    • Author(s)
      M. Naruse, A. Uchida, and S.-J Kim
    • Organizer
      12th IEEE Nanotechnology Materials and Devices Conference (NMDC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Decision making by photonics: experiment and category theoretic foundation2017

    • Author(s)
      M. Naruse, M. Berthel, A. Drezet, S. Huant, H. Hori, and S.-J. Kim
    • Organizer
      Unconventional Computation and Natural Computation 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Local reservoir modeling for choice-based learning of internally- and externally-guided decision making2017

    • Author(s)
      M. Naruse, T. Nakao, H. Hori, E. Yamamoto, T. Akimoto, and G. Northoff
    • Organizer
      11th International Workshop on Natural Computing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Book] 23の先端事例がつなぐ計算科学のフロンティア 第22章2020

    • Author(s)
      堀 裕和(分担執筆)
    • Total Pages
      336
    • Publisher
      近代科学社
    • ISBN
      9784764906082
    • Related Report
      2019 Annual Research Report
  • [Book] 23の先端事例がつなぐ計算科学のフロンティア 第23章2020

    • Author(s)
      成瀬 誠(分担執筆)
    • Total Pages
      336
    • Publisher
      近代科学社
    • ISBN
      9784764906082
    • Related Report
      2019 Annual Research Report
  • [Remarks] 東京大学成瀬研究室ホームページ

    • URL

      http://www.inter.ipc.i.u-tokyo.ac.jp/

    • Related Report
      2019 Annual Research Report
  • [Remarks] Makoto Naruse Web Page

    • URL

      https://sites.google.com/site/makotonaruseweb/home

    • Related Report
      2019 Annual Research Report
  • [Remarks] 山梨大学堀・内山研究室ホームページ

    • URL

      http://www.szr.yamanashi.ac.jp/lab/hori/

    • Related Report
      2019 Annual Research Report
  • [Remarks] Makoto Naruse Web Site

    • URL

      https://sites.google.com/site/makotonaruseweb/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 成瀬 誠 Web site

    • URL

      https://sites.google.com/site/makotonaruseweb/

    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] 解探索システム及び方法2018

    • Inventor(s)
      成瀬誠、内田淳史
    • Industrial Property Rights Holder
      成瀬誠、内田淳史
    • Industrial Property Rights Type
      特許
    • Filing Date
      2018
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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