Kanno Kazutaka 菅野円隆

Researcher Number	10734890
Other IDs	https://orcid.org/0000-0002-2982-4308
Affiliation (Current)	2025: 埼玉大学, 理工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2025: 埼玉大学, 理工学研究科, 准教授 2018 – 2022: 埼玉大学, 理工学研究科, 助教 2016 – 2017: 福岡大学, 工学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related / Basic Section 30020:Optical engineering and photon science-related / Soft computing Except Principal Investigator Transformative Research Areas, Section (IV) / Medium-sized Section 30:Applied physics and engineering and related fields / Optical engineering, Photon science
Keywords	Principal Investigator 機械学習 / 時間遅延フィードバック / レーザ / リザーバコンピューティング / 情報処理容量 / 強化学習 / 深層化 / 並列化 / 非線形性 / 記憶容量 … More / 時間遅延システム / 物理リザーバコンピューティング / 画像、文章、音声等認識 / ソフトコンピューティング / 非線形ダイナミクス / 光情報処理 / 半導体レーザ / 時間遅延ダイナミカルシステム / 応用光学 / 非線形システム / 相互結合 / reservoir computing / 相互結合システム / 時系列予測 … More Except Principal Investigator 超高速情報処理 / 応用光学・量子光工学 / 先端機能デバイス / 機械学習 / リザーバーコンピューティング / フォトニックコンピューティング / 複雑系 / リザーバコンピューティング / セキュア・ネットワーク / 乱数 Less

光システムに基づく疑似ネットワークの構造解析基盤の構築と機械学習への展開Principal Investigator
- Principal Investigator
  
  菅野円隆
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Saitama University
複雑系フォトニクスによるフォトニックコンピューティングの変革
- Principal Investigator
  
  内田淳史
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Saitama University
Performance enhancement of photonic reservoir computing based on parallel and deep architectursPrincipal Investigator
- Principal Investigator
  
  Kanno Kazutaka
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 30020:Optical engineering and photon science-related
- Research Institution
  Saitama University
Development of photonic reservoir computing based on complex photonics
- Principal Investigator
  
  Uchida Atsushi
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 30:Applied physics and engineering and related fields
- Research Institution
  Saitama University
Development of ultrafast random number generators based on complex photonics
- Principal Investigator
  
  Uchida Atsushi
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Optical engineering, Photon science
- Research Institution
  Saitama University
Performance improvement of information processing based on a delayed dynamical systemPrincipal Investigator
- Principal Investigator
  
  Kanno Kazutaka
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Soft computing
- Research Institution
  Fukuoka University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation Book Patent

[Book] 光リザーバーコンピューティング　ー原理と実装ー2024
- Author(s)
  菅野円隆, 内田淳史
- Total Pages
  258
- Publisher
  共立出版
- ISBN
  9784320125735
- Data Source
  KAKENHI-PLANNED-22H05195
[Book] 光リザーバーコンピューティング　ー原理と実装ー2024
- Author(s)
  菅野円隆, 内田淳史
- Total Pages
  258
- Publisher
  共立出版
- ISBN
  9784320035980
- Data Source
  KAKENHI-PROJECT-19H00868
[Book] Reservoir Computing: Theory, Physical Implementations, and Applications (Chapter 16, Performance improvement of delay-based photonic reservoir computing)2021
- Author(s)
  K. Kanno and A. Uchida
- Total Pages
  458
- Publisher
  Springer Verlag
- ISBN
  9789811316869
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Chaotic mode-competition dynamics in a multimode semiconductor laser with optical feedback and injection2023
- Author(s)
  R. Iwami, K. Kanno, and A. Uchida
- Journal Title
  
  Optics Express
  
  Volume: Vol. 31, No. 7 Issue: 7 Pages: 11274-11291
- DOI
  10.1364/oe.481505
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H00868, KAKENHI-PLANNED-22H05195
[Journal Article] Analysis of temporal structure of laser chaos by Allan variance2023
- Author(s)
  Asuke Naoki、Chauvet Nicolas、Roehm Andre、Kanno Kazutaka、Uchida Atsushi、Niiyama Tomoaki、Sunada Satoshi、Horisaki Ryoichi、Naruse Makoto
- Journal Title
  
  Physical Review E
  
  Volume: 107 Issue: 1 Pages: 014211-014211
- DOI
  10.1103/physreve.107.014211
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18710, KAKENHI-ORGANIZER-22H05192, KAKENHI-PLANNED-22H05198, KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H00233, KAKENHI-PROJECT-21F21375, KAKENHI-PLANNED-22H05195
[Journal Article] Parallel and deep reservoir computing using semiconductor lasers with optical feedback2023
- Author(s)
  H. Hasegawa, K. Kanno, and A. Uchida
- Journal Title
  
  Nanophotonics
  
  Volume: Vol. 12, No. 5 Issue: 5 Pages: 869-881
- DOI
  10.1515/nanoph-2022-0440
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20K15185, KAKENHI-PLANNED-22H05195
[Journal Article] Parallel photonic accelerator for decision making using optical spatiotemporal chaos2023
- Author(s)
  Morijiri Kensei、Takehana Kento、Mihana Takatomo、Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  Optica
  
  Volume: 10 Issue: 3 Pages: 339-348
- DOI
  10.1364/optica.477433
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18710, KAKENHI-ORGANIZER-22H05192, KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H00233, KAKENHI-PROJECT-20K15185, KAKENHI-PLANNED-22H05195
[Journal Article] Experimental demonstration of adaptive model selection based on reinforcement learning in photonic reservoir computing2022
- Author(s)
  Mito Ryohei、Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  NOLTA
  
  Volume: 13 Issue: 1 Pages: 123-138
- DOI
  10.1587/nolta.13.123
- NAID
  130008139269
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] Photonic decision making for solving competitive multi-armed bandit problem using semiconductor laser networks2022
- Author(s)
  Mihana Takatomo、Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  NOLTA
  
  Volume: 13 Issue: 3 Pages: 582-597
- DOI
  10.1587/nolta.13.582
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-22H05192, KAKENHI-PROJECT-19H00868, KAKENHI-PLANNED-22H05195
[Journal Article] Parallel bandit architecture based on laser chaos for reinforcement learning2022
- Author(s)
  T. Urushibara, N. Chauvet, S. Kochi, S. Sunada, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse
- Journal Title
  
  Journal of Physics Communications
  
  Volume: Vol. 6 Issue: 6 Pages: 065002-065002
- DOI
  10.1088/2399-6528/ac75ad
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H04255, KAKENHI-PLANNED-22H05195
[Journal Article] Universal Single-Mode Lasing in Fully Chaotic Billiard Lasers2022
- Author(s)
  Mengyu You、Sakakibara Daisuke、Makino Kota、Morishita Yonosuke、Matsumura Kazutoshi、Kawashima Yuta、Yoshikawa Manao、Tonosaki Mahiro、Kanno Kazutaka、Uchida Atsushi、Sunada Satoshi、Shinohara Susumu、Harayama Takahisa
- Journal Title
  
  Entropy
  
  Volume: 24 Issue: 11 Pages: 1648-1648
- DOI
  10.3390/e24111648
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K03410, KAKENHI-ORGANIZER-22H05192, KAKENHI-PLANNED-22H05198, KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H04255, KAKENHI-PLANNED-22H05195
[Journal Article] Reservoir computing based on an external-cavity semiconductor laser with optical feedback modulation2022
- Author(s)
  K. Kanno, A. A. Haya, and A. Uchida
- Journal Title
  
  Optics Express
  
  Volume: Vol. 30, No. 19 Issue: 19 Pages: 34218-34238
- DOI
  10.1364/oe.460016
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20K15185, KAKENHI-PLANNED-22H05195
[Journal Article] Adaptive decision making using a chaotic semiconductor laser for multi-armed bandit problem with time-varying hit probabilities2022
- Author(s)
  Oda Akihiro、Mihana Takatomo、Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  NOLTA
  
  Volume: 13 Issue: 1 Pages: 112-122
- DOI
  10.1587/nolta.13.112
- NAID
  130008139270
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] Controlling chaotic itinerancy in laser dynamics for reinforcement learning2022
- Author(s)
  Iwami Ryugo、Mihana Takatomo、Kanno Kazutaka、Sunada Satoshi、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  Science Advances
  
  Volume: 8 Issue: 49 Pages: 1-13
- DOI
  10.1126/sciadv.abn8325
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18710, KAKENHI-ORGANIZER-22H05192, KAKENHI-PLANNED-22H05198, KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H00233, KAKENHI-PROJECT-20H04255, KAKENHI-PLANNED-22H05195
[Journal Article] Decision making for large-scale multi-armed bandit problems using bias control of chaotic temporal waveforms in semiconductor lasers2022
- Author(s)
  K. Morijiri, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Journal Title
  
  Scientific Reports
  
  Volume: Vol. 12, Article No. 8073 Issue: 1 Pages: 1-11
- DOI
  10.1038/s41598-022-12155-y
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20K15185, KAKENHI-PLANNED-22H05195
[Journal Article] Photonic reinforcement learning based on optoelectronic reservoir computing2022
- Author(s)
  Kanno Kazutaka、Uchida Atsushi
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 3720-3720
- DOI
  10.1038/s41598-022-07404-z
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] Fast dynamics of low-frequency fluctuations in a quantum-dot laser with optical feedback2021
- Author(s)
  Yamasaki Kazuto、Kanno Kazutaka、Matsumoto Atsushi、Akahane Kouichi、Yamamoto Naokatsu、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  Optics Express
  
  Volume: 29 Issue: 12 Pages: 17962-17962
- DOI
  10.1364/oe.426268
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] Entropy rate of chaos in an optically injected semiconductor laser for physical random number generation2021
- Author(s)
  Kawaguchi Yu、Okuma Tomohiko、Kanno Kazutaka、Uchida Atsushi
- Journal Title
  
  Optics Express
  
  Volume: 29 Issue: 2 Pages: 2442-2442
- DOI
  10.1364/oe.411694
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] High-entropy chaos generation using semiconductor lasers subject to intensity-modulated optical injection for certified physical random number generation2021
- Author(s)
  C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang
- Journal Title
  
  Optics Letters
  
  Volume: Vol. 46, No. 14 Issue: 14 Pages: 3384-3387
- DOI
  10.1364/ol.431054
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Reservoir computing and decision making using laser dynamics for photonic accelerator2020
- Author(s)
  Uchida Atsushi、Kanno Kazutaka、Sunada Satoshi、Naruse Makoto
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 59 Issue: 4 Pages: 040601-040601
- DOI
  10.35848/1347-4065/ab7860
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] 相互結合システムを用いた光リザーバコンピューティングによる時系列予測性能の向上2020
- Author(s)
  菅野円隆, 内田淳史
- Journal Title
  
  光アライアンス
  
  Volume: Vol. 31, No. 3 Pages: 9-12
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Entropy evaluation of white chaos generated by optical heterodyne for certifying physical random number generators2020
- Author(s)
  K. Yoshiya, Y. Terashima, K. Kanno, and A. Uchida
- Journal Title
  
  Optics Express
  
  Volume: Vol. 28, No. 3 Issue: 3 Pages: 3686-3698
- DOI
  10.1364/oe.382234
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Reservoir computing using multiple lasers with feedback on a photonic integrated circuit (Invited paper)2020
- Author(s)
  C. Sugano, K. Kanno, and A. Uchida
- Journal Title
  
  IEEE Journal of Selected Topics in Quantum Electronics
  
  Volume: Vol. 26, No. 1 Issue: 1 Pages: 1-9
- DOI
  10.1109/jstqe.2019.2929179
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Laser network decision making by lag synchronization of chaos in a ring configuration2020
- Author(s)
  Mihana Takatomo、Fujii Kiyohiro、Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  Optics Express
  
  Volume: 28 Issue: 26 Pages: 40112-40112
- DOI
  10.1364/oe.411140
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[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
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01277, KAKENHI-PROJECT-17K00136, KAKENHI-PROJECT-19H00868
[Journal Article] Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing2020
- Author(s)
  Sunada Satoshi、Kanno Kazutaka、Uchida Atsushi
- Journal Title
  
  Optics Express
  
  Volume: 28 Issue: 21 Pages: 30349-30349
- DOI
  10.1364/oe.399495
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868, KAKENHI-PROJECT-20H04255
[Journal Article] 光結合レーザーを用いたリザーバコンピューティングの情報処理性能とリアプノフ安定性の関係2020
- Author(s)
  菅野円隆, 内田淳史
- Journal Title
  
  レーザー研究
  
  Volume: Vol. 48, No. 5 Pages: 259-264
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H00868
[Journal Article] Adaptive model selection in photonic reservoir computing by reinforcement learning2020
- Author(s)
  Kanno Kazutaka、Naruse Makoto、Uchida Atsushi
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1 Pages: 10062-10062
- DOI
  10.1038/s41598-020-66441-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185, KAKENHI-PROJECT-19H00868
[Journal Article] 光結合レーザーを用いたリザーバコンピューティングの情報処理性能とリアプノフ安定性の関係2020
- Author(s)
  菅野円隆, 内田淳史
- Journal Title
  
  レーザー研究
  
  Volume: 48 Pages: 259-264
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K15185
[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
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01277, KAKENHI-PROJECT-19H00868
[Journal Article] 光を用いたリザバーコンピューティングの最新研究動向2019
- Author(s)
  内田淳史, 菅野円隆
- Journal Title
  
  電子情報通信学会誌
  
  Volume: Vol. 102, No. 2 Pages: 127-133
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H03878
[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
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01277, KAKENHI-PROJECT-19H00868
[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
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01277, KAKENHI-PROJECT-19H00868
[Journal Article] Compact reservoir computing with a photonic integrated circuit2018
- Author(s)
  K. Takano, C. Sugano, M. Inubushi, K. Yoshimura, S. Sunada, K. Kanno, and A. Uchida
- Journal Title
  
  Optics Express
  
  Volume: Vol. 26, No. 22 Issue: 22 Pages: 29424-29439
- DOI
  10.1364/oe.26.029424
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H03878
[Journal Article] 光リザーバコンピューティングの展開2018
- Author(s)
  菅野円隆, 内田淳史
- Journal Title
  
  人工知能
  
  Volume: Vol. 33, No. 5 Pages: 577-585
- NAID
  130007917511
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H03878
[Journal Article] Spontaneous exchange of leader-laggard relationship in mutually coupled synchronized semiconductor lasers2017
- Author(s)
  K. Kanno, T. Hida, A. Uchida, and M. Bunsen
- Journal Title
  
  Physical Review E
  
  Volume: Vol. 95 Issue: 5
- DOI
  10.1103/physreve.95.052212
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H03878
[Journal Article] レーザーの複雑過渡ダイナミクスを用いた光リザーバコンピューティングの情報処理性能の向上2017
- Author(s)
  菅野円隆，手塚美和，中山丞真，内田淳史，文仙正俊
- Journal Title
  
  レーザー研究
  
  Volume: 45 Pages: 148-152
- NAID
  130007957374
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16129
[Journal Article] レーザーの複雑過渡ダイナミクスを用いた光リザーバコンピューティングの情報処理性能の向上2017
- Author(s)
  菅野円隆, 手塚美和, 中山丞真, 内田淳史, 文仙正俊
- Journal Title
  
  レーザー研究
  
  Volume: Vol. 45, No. 3 Pages: 148-152
- NAID
  130007957374
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H03878
[Journal Article] Complexity and bandwidth enhancement in unidirectionally coupled semiconductor lasers with time-delayed optical feedback2016
- Author(s)
  K. Kanno, A. Uchida, and M. Bunsen
- Journal Title
  
  Physical Review E
  
  Volume: Vol. 93 Issue: 3
- DOI
  10.1103/physreve.93.032206
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24686010, KAKENHI-PROJECT-16H03878
[Journal Article] Reservoir computing with a slowly modulated mask signal for preprocessing using a mutually coupled optoelectronic system2016
- Author(s)
  Miwa Tezuka, Kazutaka Kanno and Masatoshi Bunsen
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 55 Issue: 8S3 Pages: 08RE06-08RE06
- DOI
  10.7567/jjap.55.08re06
- NAID
  210000147036
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16129
[Journal Article] Photonic integrated circuits unveil crisis-induced intermittency2016
- Author(s)
  A. Karsaklian Dal Bosco, Y. Akizawa, K. Kanno, A. Uchida, T. Harayama, and K. Yoshimura
- Journal Title
  
  Optics Express
  
  Volume: Vol. 24, No. 19 Issue: 19 Pages: 22198-22209
- DOI
  10.1364/oe.24.022198
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-16H03878
[Journal Article] Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal2016
- Author(s)
  J. Nakayama, K. Kanno, and A. Uchida
- Journal Title
  
  Optics Express
  
  Volume: Vol. 24, No. 8 Issue: 8 Pages: 8679-8692
- DOI
  10.1364/oe.24.008679
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24686010, KAKENHI-PROJECT-16H03878
[Patent] モデル選択装置、及びモデル選択方法2018
- Inventor(s)
  成瀬誠, 菅野円隆, 内田淳史
- Industrial Property Rights Holder
  成瀬誠, 菅野円隆, 内田淳史
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2018-118755
- Filing Date
  2018
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Reservoir computing with attention mechanism: Improving chaotic time-series forecasting2024
- Author(s)
  F. Koester,K. Kanno, J. Ohkubo, and A. Uchida
- Organizer
  The First International Symposium on Photonic Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 電気光遅延システムを用いた深層学習における拡張DFA法のための非線形関数の複雑性への依存性2024
- Author(s)
  永塚悠翔, 野上倫, 新山友暁, 砂田哲, 内田淳史, 菅野円隆
- Organizer
  電子情報通信学会複雑コミュニケーションサイエンス研究会 (CCS)
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Integration of attention mechanism in reservoir computing for time series forecasting2024
- Author(s)
  F. Koester, K. Kanno, J. Ohkubo, and A. Uchida
- Organizer
  The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザーの間欠性カオスにおける非線形ダイナミクスと予測2024
- Author(s)
  小原翔馬, 菅野円隆, 内田淳史, 黒川弘章
- Organizer
  レーザー学会第583回研究会, 自然に学ぶレーザーカオスと量子ダイナミクス
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 制御駆動された物理ニューラルネットワークのノイズ頑強性2024
- Author(s)
  粟野貴斗, 砂田哲, 新山友暁, レームアンドレ, 菅野円隆, 内田淳史
- Organizer
  2024年第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 電気光遅延システムを用いた深層学習における拡張DFA法のための非線形関数の複雑性への依存性2024
- Author(s)
  永塚悠翔, 野上倫, 新山友暁, 砂田哲, 内田淳史, 菅野円隆
- Organizer
  電子情報通信学会複雑コミュニケーションサイエンス研究会 (CCS)
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングを用いた半導体レーザダイナミクスの分岐と複製2024
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2024年電子情報通信学会総合大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Mode concentration of chaotic dynamics in a multimode semiconductor laser for decision making2024
- Author(s)
  R. Iwami, K. Kanno, and A. Uchida
- Organizer
  The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 相互結合された半導体レーザにおける光周波数差検知によるリーダ・ラガード関係2024
- Author(s)
  平英駿, 巳鼻孝朋, Andre Roehm, 菅野円隆, 内田淳史, 堀﨑遼一, 成瀬誠
- Organizer
  2024年第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザーの間欠性カオスにおける非線形ダイナミクスと予測2024
- Author(s)
  小原翔馬, 菅野円隆, 内田淳史, 黒川弘章
- Organizer
  レーザー学会第583回研究会, 自然に学ぶレーザーカオスと量子ダイナミクス
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 拡張ダイレクトフィードバックアライメントを用いた最適制御に基づく物理深層学習の実験実装2024
- Author(s)
  野上倫, 菅野円隆, 新山友暁, 砂田哲, 内田淳史
- Organizer
  2024年電子情報通信学会総合大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Mode concentration of chaotic dynamics in a multimode semiconductor laser for decision making2024
- Author(s)
  R. Iwami, K. Kanno, and A. Uchida
- Organizer
  The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 制御駆動された物理ニューラルネットワークのノイズ頑強性2024
- Author(s)
  粟野貴斗, 砂田哲, 新山友暁, レームアンドレ, 菅野円隆, 内田淳史
- Organizer
  2024年第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングを用いた半導体レーザダイナミクスの分岐と複製2024
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2024年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 拡張ダイレクトフィードバックアライメントを用いた最適制御に基づく物理深層学習の実験実装2024
- Author(s)
  野上倫, 菅野円隆, 新山友暁, 砂田哲, 内田淳史
- Organizer
  2024年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 相互結合された半導体レーザにおける光周波数差検知によるリーダ・ラガード関係2024
- Author(s)
  平英駿, 巳鼻孝朋, Andre Roehm, 菅野円隆, 内田淳史, 堀﨑遼一, 成瀬誠
- Organizer
  2024年第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Integration of attention mechanism in reservoir computing for time series forecasting2024
- Author(s)
  F. Koester, K. Kanno, J. Ohkubo, and A. Uchida
- Organizer
  The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Reservoir computing with attention mechanism: Improving chaotic time-series forecasting2024
- Author(s)
  F. Koester,K. Kanno, J. Ohkubo, and A. Uchida
- Organizer
  The First International Symposium on Photonic Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングを用いた戻り光半導体レーザカオスの予測と複製2023
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2023
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 空間的な結合を加えた時空間ダイナミクスを用いた意思決定実験2023
- Author(s)
  武塙賢人, 瀧澤颯斗, 菅野円隆, 内田淳史
- Organizer
  2023年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザーを用いた近似リザーバコンピューティングの性能評価2023
- Author(s)
  伊藤立希, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 半導体レーザカオスの複素電界ダイナミクスの帯域拡大と乱数生成実験2023
- Author(s)
  鶴見結稀, 工藤翔大, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental investigation on nonlinear dynamics in a multimode semiconductor laser with optical feedback and injection for decision making2023
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] マルチモード半導体レーザのカオス的モード競合の光注入制御実験と意思決定2023
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] マルチモード半導体レーザのカオス的モード競合の光注入制御実験と意思決定2023
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on decision making using two different dynamics in semiconductor laser network2023
- Author(s)
  K. Sasaki, K. Ishimine, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 光リザーバーコンピューティングの近年の進展2023
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2023
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Synchronization and power law under low-frequency fluctuation in unidirectional-ring laser network2023
- Author(s)
  T. Mihana, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental investigation of reinforcement learning using optical spatiotemporal dynamics2023
- Author(s)
  K. Takehana, H. Takizawa, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Replication of laser dynamics using reservoir computing2023
- Author(s)
  A. Kawakami, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experimental investigation of reinforcement learning using optical spatiotemporal dynamics2023
- Author(s)
  K. Takehana, H. Takizawa, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] ４台の半導体レーザネットワークでの低周波不規則振動を用いた意思決定実験2023
- Author(s)
  石嶺好太, 佐々木圭悟, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザネットワークによる瞬時情報処理担体の構築と応用2023
- Author(s)
  巳鼻孝朋, Andre Roehm, 菅野円隆, 内田淳史, 堀﨑遼一, 成瀬誠
- Organizer
  2023年電子情報通信学会総合大会
- Invited
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] エコーステートネットワークを用いた半導体レーザにおける突発的現象の予測と検知2023
- Author(s)
  小原翔馬, 菅野円隆, 内田淳史, 黒川弘章
- Organizer
  電子情報通信学会　非線形問題研究会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Time series prediction of intermittent laser dynamics using reservoir computing2023
- Author(s)
  S. Ohara, K. Kanno, A. Uchida, and H. Kurokawa
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 光複雑ダイナミクスを用いた人工知能2023
- Author(s)
  菅野円隆
- Organizer
  レーザー学会学術講演会第43回年次大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] An approach to output layer optimization in photonic delay-based reservoir computing2023
- Author(s)
  F. Koester, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光コヒーレント検波を用いた半導体レーザにおける複素電界のカオス振動抽出と高速物理乱数生成2023
- Author(s)
  工藤翔大, 菅野円隆, 内田淳史
- Organizer
  レーザー学会学術講演会第43回年次大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] レーザネットワークにおける先行振動持続時間のべき乗則2023
- Author(s)
  巳鼻孝朋, レームアンドレ, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 光リザーバコンピューティングにおける転移学習を用いたレーザのダイナミクスの推測2023
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザカオスの複素電界ダイナミクスの帯域拡大と乱数生成実験2023
- Author(s)
  鶴見結稀, 工藤翔大, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] リザーバコンピューティングを用いた戻り光半導体レーザカオスの予測と複製2023
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2023
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 動的システムの最適制御に基づく物理コンピューティング2023
- Author(s)
  新山友暁, 砂田哲, レームアンドレ, 菅野円隆, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 光リザーバーコンピューティングの近年の進展2023
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2023
- Invited
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Replication of laser dynamics using reservoir computing2023
- Author(s)
  A. Kawakami, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental investigation on dynamics among longitudinal modes in a multimode semiconductor laser2023
- Author(s)
  R. Iwami, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] ダイレクトフィードバックアライメントを用いた最適制御に基づく物理深層学習の実験実装2023
- Author(s)
  野上倫, 菅野円隆, 新山友暁, 砂田哲, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] リザーバコンピューティングを用いた半導体レーザのダイナミクスの複製2023
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experimental verification of universal single-mode lasing in fully chaotic billiard lasers2023
- Author(s)
  M. You, K. Makino, Y. Morishita, K. Kanno, A. Uchida, S. Sunada, S. Shinohara, and T. Harayama
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 異なるダイナミクスを用いた一方向結合された半導体レーザネットワークにおける意思決定実験2023
- Author(s)
  佐々木圭悟, 石嶺好太, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Approximate reservoir computing using semiconductor lasers with optical feedback2023
- Author(s)
  T. Ito, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] レーザネットワークにおける先行振動持続時間のべき乗則2023
- Author(s)
  巳鼻孝朋, レームアンドレ, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Reinforcement learning using optical spatiotemporal dynamics from spatial light modulator2023
- Author(s)
  K. Morijiri, K. Takehana, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 多モード半導体レーザにおけるカオス的遍歴を用いた意思決定実験2023
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年電子情報通信学会総合大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザーを用いた近似リザーバコンピューティングの性能評価2023
- Author(s)
  伊藤立希, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングの進展と近年の研究動向2023
- Author(s)
  菅野円隆
- Organizer
  令和4年度東北大学電気通信研究所共同プロジェクト研究会「コヒーレント光・マイクロ波融合通信・計測システムに関する研究」
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Experimental verification of universal single-mode lasing in fully chaotic billiard lasers2023
- Author(s)
  M. You, K. Makino, Y. Morishita, K. Kanno, A. Uchida, S. Sunada, S. Shinohara, and T. Harayama
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Optoelectronic implementation of physical deep learning based on optimal control2023
- Author(s)
  R. Nogami, K. Kanno, T. Niiyama, S. Sunada, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Synchronization and power law under low-frequency fluctuation in unidirectional-ring laser network2023
- Author(s)
  T. Mihana, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Approximate reservoir computing using semiconductor lasers with optical feedback2023
- Author(s)
  T. Ito, K. Kanno, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザカオスにおけるリアプノフベクトルの観測2023
- Author(s)
  井上聡太, 菅野円隆, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 異なるダイナミクスを用いた一方向結合された半導体レーザネットワークにおける意思決定実験2023
- Author(s)
  佐々木圭悟, 石嶺好太, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Time series prediction of intermittent laser dynamics using reservoir computing2023
- Author(s)
  S. Ohara, K. Kanno, A. Uchida, and H. Kurokawa
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] エコーステートネットワークを用いた半導体レーザにおける突発的現象の予測と検知2023
- Author(s)
  小原翔馬, 菅野円隆, 内田淳史, 黒川弘章
- Organizer
  電子情報通信学会　非線形問題研究会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Photonic decision making using optical spatiotemporal chaos generated from spatial light modulator2023
- Author(s)
  A. Uchida, K. Morijiri, K. Takehana, and K. Kanno
- Organizer
  SPIE Optics + Photonics 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Photonic decision making using optical spatiotemporal chaos generated from spatial light modulator2023
- Author(s)
  A. Uchida, K. Morijiri, K. Takehana, and K. Kanno
- Organizer
  SPIE Optics + Photonics 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングにおける転移学習を用いたレーザのダイナミクスの推測2023
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] An approach to output layer optimization in photonic delay-based reservoir computing2023
- Author(s)
  F. Koester, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] ダイレクトフィードバックアライメントを用いた最適制御に基づく物理深層学習の実験実装2023
- Author(s)
  野上倫, 菅野円隆, 新山友暁, 砂田哲, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental investigation on nonlinear dynamics in a multimode semiconductor laser with optical feedback and injection for decision making2023
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Reinforcement learning using optical spatiotemporal dynamics from spatial light modulator2023
- Author(s)
  K. Morijiri, K. Takehana, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Optoelectronic implementation of physical deep learning based on optimal control2023
- Author(s)
  R. Nogami, K. Kanno, T. Niiyama, S. Sunada, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 空間的な結合を加えた時空間ダイナミクスを用いた意思決定実験2023
- Author(s)
  武塙賢人, 瀧澤颯斗, 菅野円隆, 内田淳史
- Organizer
  2023年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Replication of optical chaotic dynamics using reservoir computing2023
- Author(s)
  A. Kawakami, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングを用いた半導体レーザのダイナミクスの複製2023
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 動的システムの最適制御に基づく物理コンピューティング2023
- Author(s)
  新山友暁, 砂田哲, レームアンドレ, 菅野円隆, 内田淳史
- Organizer
  第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Replication of optical chaotic dynamics using reservoir computing2023
- Author(s)
  A. Kawakami, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] ４台の半導体レーザネットワークでの低周波不規則振動を用いた意思決定実験2023
- Author(s)
  石嶺好太, 佐々木圭悟, 菅野円隆, 内田淳史
- Organizer
  2023年第84回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on decision making using two different dynamics in semiconductor laser network2023
- Author(s)
  K. Sasaki, K. Ishimine, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental investigation on dynamics among longitudinal modes in a multimode semiconductor laser2023
- Author(s)
  R. Iwami, K. Kanno, and A. Uchida
- Organizer
  The 12th Asia-Pacific Laser Symposium (APLS 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 電気光遅延システムを用いた最適制御に基づく物理深層学習の実証実験2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Photonic reservoir computing for prediction and replication of chaotic dynamical systems2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザのリザーバコンピューティングを用いた非線形ダイナミクスの複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑光ダイナミクスによるリザーバコンピューティングと強化学習の融合2022
- Author(s)
  菅野円隆
- Organizer
  レーザー学会学術講演会第42回年次大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 光コヒーレント検波を用いた半導体レーザにおける複素電界のカオス振動抽出と高速物理乱数生成2022
- Author(s)
  工藤翔大, 菅野円隆, 内田淳史
- Organizer
  レーザー学会学術講演会第43回年次大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Application for decision making by controlling chaotic mode competition dynamics in multi-mode semiconductor laser2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic decision making for solving bandit problem using laser network2022
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on decision making for multi-armed bandit problem using chaos and low frequency fluctuations in laser network2022
- Author(s)
  K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングを用いたカオスダイナミクスの予測と複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 動的システムの最適制御に基づく物理コンピューティング2022
- Author(s)
  新山友暁, 砂田哲, レームアンドレ, 菅野円隆, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Decision making for multi-armed bandit problem using two different dynamics in laser network2022
- Author(s)
  K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 最適制御に基づく物理深層学習の電気光遅延システムによる実験実装2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic decision making by chaotic mode dynamics in multi-mode semiconductor laser with optical feedback2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 最適制御に基づく物理深層学習の電気光遅延システムによる実験実装2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を有する半導体レーザを用いた光リザーバコンピューティングによる転移学習2022
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] "Experiment on decision making for multi-armed bandit problem using chaos and low frequency fluctuations in laser network2022
- Author(s)
  K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Prediction and replication of chaotic dynamics using photonic reservoir computing with semiconductor laser2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を有する半導体レーザカオスにおけるリアプノフベクトルの観測2022
- Author(s)
  井上聡太, 菅野円隆, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 電気光遅延システムを用いた最適制御に基づく物理深層学習の実証実験2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 光リザーバコンピューティングを用いたカオスダイナミクスの予測と複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic reservoir computing for prediction and replication of chaotic dynamical systems2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Prediction and replication of chaotic dynamics using photonic reservoir computing with semiconductor laser2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングにおける転移学習を用いたレーザのダイナミクスの推測2022
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  2023年第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 空間光変調器を用いた時空間ダイナミクスによる並列意思決定実験2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザと空間光変調器で生成された時空間ダイナミクスを用いた意思決定の並列実装2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 160 Gb/s true physical random bit generation using broad-band, high-entropy semiconductor laser chaos2022
- Author(s)
  C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang
- Organizer
  Conference on Lasers and Electro-Optics 2022 (CLEO 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on random number generation with chaotic dynamics of complex electric-field amplitude in semiconductor laser2022
- Author(s)
  S. Kudo, S. Numata, K. Kanno, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] High optical feedback resistance of 1.55 um 15-layer-stacked quantum dot laser using InP(311)B substrate2022
- Author(s)
  A. Matsumoto, K. Akahane, T. Umezawa, N. Yamamoto, K. Kanno, M. Naruse, A. Uchida, and A. Kanno
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Prediction and replication of chaotic dynamics using photonic reservoir computing with semiconductor laser2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Control of intermittent chaos in semiconductor laser with short external cavity2022
- Author(s)
  S. Inoue, K. Kanno, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 多モード半導体レーザにおけるカオス的遍歴を用いた意思決定実験2022
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2023年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングを用いたカオスダイナミクスの予測と複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を有する半導体レーザを用いた光リザーバコンピューティングによる転移学習2022
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] ２つの異なるダイナミクスを用いたレーザネットワークにおける意思決定実験2022
- Author(s)
  佐々木圭悟, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Prevention of intermittent chaos in semiconductor laser with optical feedback2022
- Author(s)
  S. Inoue, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザのカオス的複素電界振動を用いた乱数生成実験2022
- Author(s)
  工藤翔大, 沼田新, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Transfer learning based on photonic reservoir computing using semiconductor laser with optical feedback2022
- Author(s)
  R. Sakamaki, K. Kanno, M. Inubushi, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザネットワークにおける低周波不規則振動とカオスを用いた意思決定実験2022
- Author(s)
  佐々木圭悟, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Application for decision making by controlling chaotic mode competition dynamics in multi-mode semiconductor laser2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 光複雑ダイナミクスを用いた人工知能2022
- Author(s)
  菅野円隆
- Organizer
  レーザー学会学術講演会第43回年次大会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on extraction of complex electric-field amplitude in chaotic semiconductor laser for random number generation2022
- Author(s)
  S. Kudo, S. Numata, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] マルチモード半導体レーザのカオス的モード競合の制御を用いた意思決定実験2022
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Control of intermittent chaos in semiconductor laser with short external cavity2022
- Author(s)
  S. Inoue, K. Kanno, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 瞬時情報処理担体としてのレーザネットワークとそのコンピューティング応用2022
- Author(s)
  巳鼻孝朋, レームアンドレ, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Transfer learning based on photonic reservoir computing using semiconductor laser with optical feedback2022
- Author(s)
  R. Sakamaki, K. Kanno, M. Inubushi, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Decision making for multi-armed bandit problem using two different dynamics in laser network2022
- Author(s)
  K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on spatiotemporal dynamics generation and parallel decision making using spatial light modulator and semiconductor laser2022
- Author(s)
  K. Takehana, K. Morijiri, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザにおける間欠性カオスの予測と予防2022
- Author(s)
  井上聡太, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 瞬時情報処理担体としてのレーザネットワークとそのコンピューティング応用2022
- Author(s)
  巳鼻孝朋, レームアンドレ, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Invited
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on extraction of complex electric-field amplitude in chaotic semiconductor laser for random number generation2022
- Author(s)
  S. Kudo, S. Numata, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Transfer learning based on photonic reservoir computing using semiconductor laser with optical feedback2022
- Author(s)
  R. Sakamaki, K. Kanno, M. Inubushi, A. Uchida
- Organizer
  The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] レーザネットワークのゼロ遅延同期を用いた協調的意思決定メカニズム2022
- Author(s)
  神徳駿, 巳鼻孝朋, Roehm Andre, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 空間光変調器を用いた時空間ダイナミクスによる並列意思決定実験2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Experiment on decision making using chaotic multi-mode semiconductor laser with optical feedback and injection2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] マルモード半導体レーザのカオス的モード競合の制御を用いた意思決定実験2022
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on decision making using chaotic multi-mode semiconductor laser with optical feedback and injection2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental demonstration of physical deep learning based on optimal control using optoelectronic delay system2022
- Author(s)
  R. Nogami, K. Kanno, S. Sunada, A. Uchida
- Organizer
  2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on spatiotemporal dynamics generation and parallel decision making using spatial light modulator and semiconductor laser2022
- Author(s)
  K. Takehana, K. Morijiri, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] レーザネットワークのゼロ遅延同期を用いた協調的意思決定メカニズム2022
- Author(s)
  神徳駿, 巳鼻孝朋, Roehm Andre, 堀﨑遼一, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザのカオス的複素電界振動を用いた乱数生成実験2022
- Author(s)
  工藤翔大, 沼田新, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 半導体レーザのリザーバコンピューティングを用いた非線形ダイナミクスの複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 電気光遅延システムを用いた最適制御に基づく物理深層学習の実証実験2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザネットワークによる瞬時情報処理担体の構築と応用2022
- Author(s)
  巳鼻孝朋, Andre Roehm, 菅野円隆, 内田淳史, 堀﨑遼一, 成瀬誠
- Organizer
  2023年電子情報通信学会総合大会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on random number generation with chaotic dynamics of complex electric-field amplitude in semiconductor laser2022
- Author(s)
  S. Kudo, S. Numata, K. Kanno, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザと空間光変調器で生成された時空間ダイナミクスを用いた意思決定の並列実装2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] High optical feedback resistance of 1.55 um 15-layer-stacked quantum dot laser using InP(311)B substrate2022
- Author(s)
  A. Matsumoto, K. Akahane, T. Umezawa, N. Yamamoto, K. Kanno, M. Naruse, A. Uchida, and A. Kanno
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 半導体レーザネットワークにおける低周波不規則振動とカオスを用いた意思決定実験2022
- Author(s)
  佐々木圭悟, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Experiment on spatiotemporal dynamics generation and parallel decision making using spatial light modulator and semiconductor laser2022
- Author(s)
  K. Takehana, K. Morijiri, T. Mihana, K. Kanno, M. Naruse, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 空間光変調器を用いた時空間ダイナミクスによる並列意思決定実験2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Photonic decision making by chaotic mode dynamics in multi-mode semiconductor laser with optical feedback2022
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑光ダイナミクスに基づく機械学習手法の発展2022
- Author(s)
  菅野円隆
- Organizer
  日本磁気学会第45回光機能磁性デバイス・材料専門研究会「AI技術の基礎と応用」
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Photonic reservoir computing for prediction and replication of chaotic dynamical systems2022
- Author(s)
  A. Kawakami, K. Kanno, A. Uchida
- Organizer
  The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Photonic decision making for solving bandit problem using laser network2022
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザにおける間欠性カオスの予測と予防2022
- Author(s)
  井上聡太, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザを用いた光リザーバコンピューティングによる転移学習2022
- Author(s)
  酒巻里衣, 菅野円隆, 犬伏正信, 内田淳史
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザと空間光変調器で生成された時空間ダイナミクスを用いた意思決定の並列実装2022
- Author(s)
  武塙賢人, 森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2022
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] ２つの異なるダイナミクスを用いたレーザネットワークにおける意思決定実験2022
- Author(s)
  佐々木圭悟, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 半導体レーザのリザーバコンピューティングを用いた非線形ダイナミクスの複製2022
- Author(s)
  川上敦也, 菅野円隆, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] Prevention of intermittent chaos in semiconductor laser with optical feedback2022
- Author(s)
  S. Inoue, K. Kanno, A. Uchida
- Organizer
  The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 160 Gb/s true physical random bit generation using broad-band, high-entropy semiconductor laser chaos2022
- Author(s)
  C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang
- Organizer
  Conference on Lasers and Electro-Optics 2022 (CLEO 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experimental demonstration of physical deep learning based on optimal control using optoelectronic delay system2022
- Author(s)
  R. Nogami, K. Kanno, S. Sunada, A. Uchida
- Organizer
  The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Experimental demonstration of physical deep learning based on optimal control using optoelectronic delay system2022
- Author(s)
  R. Nogami, K. Kanno, S. Sunada, A. Uchida
- Organizer
  Proceedings of 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 最適制御に基づく物理深層学習の電気光遅延システムによる実験実装2022
- Author(s)
  野上倫, 菅野円隆, 砂田哲, 内田淳史
- Organizer
  2022年第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-22H05195
[Presentation] 戻り光を有する半導体レーザにおける位相ダイナミクスと高速物理乱数生成2021
- Author(s)
  舟橋遼, 工藤翔大, 菅野円隆, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 電気光遅延リザーバコンピューティングにおけるランダムバイアス信号を用いた性能向上2021
- Author(s)
  土田朝陽, 斎藤健斗, 菅野円隆, 内田淳史
- Organizer
  第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 複雑光ダイナミクスによるリザーバコンピューティングと強化学習の融合2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  レーザー学会学術講演会第42回年次大会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑光ダイナミクスに基づく機械学習手法の発展2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  日本磁気学会第45回光機能磁性デバイス・材料専門研究会「AI技術の基礎と応用」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザネットワークの同期現象を用いた競合バンディット問題における意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑系フォトニクスを用いた光リザーバコンピューティングと光意思決定2021
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 短い外部共振器を有する半導体レーザにおける間欠性カオスの検知と予測2021
- Author(s)
  井上聡太, 巳鼻孝朋, 小原翔馬, 菅野円隆, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 電気光遅延リザーバコンピューティングにおける遅延ループ数による記憶容量と非線形性のトレードオフ2021
- Author(s)
  齊藤健斗, 菅野円隆, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザーのカオス的モード競合の制御を用いた光意思決定2021
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  レーザー学会学術講演会第42回年次大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] カオス発振するマルチモード半導体レーザーのダイナミクスと多腕バンディット問題への応用におけるスケーラビリティの調査2021
- 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550回研究会「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic decision making using chaotic dynamics in a multi-mode semiconductor laser with optical feedback2021
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 電気光遅延リザーバコンピューティングにおけるランダムバイアス信号を用いた性能向上2021
- Author(s)
  土田朝陽, 斎藤健斗, 菅野円隆, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] アラン分散によるレーザーカオスの時間構造の分析2021
- Author(s)
  足助尚樹, Chauvet Nicolas, Roehm Andre, 菅野円隆, 内田淳史, 堀崎遼一, 成瀬誠
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザーネットワークを用いた競合バンディット問題における意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  レーザー学会第550回研究会「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザにおける位相ダイナミクスと高速物理乱数生成2021
- Author(s)
  舟橋遼, 工藤翔太, 菅野円隆, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザカオス時系列のサンプルエントロピー評価による複雑性評価2021
- Author(s)
  大熊智彦, 菅野円隆, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 3つの半導体レーザにおける遅延カオス同期を用いた意思決定実験2021
- Author(s)
  高林瑞穂, 廣田和幹, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[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意思決定における台数拡張性の調査2021
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を有するマルチモード半導体レーザのカオスダイナミクスを用いた意思決定における選択特徴の調査2021
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Analysis of the temporal structure of laser chaos by Allan variance2021
- Author(s)
  N. Asuke, N. Chauvet, A. Roehm, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 電気光遅延リザーバコンピューティングにおける強化学習を用いたモデル選択実験2021
- Author(s)
  水戸遼平, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Photonic decision making for competitive multi-armed bandit problem using synchronized laser network2021
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザーネットワークを用いた競合バンディット問題における意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  レーザー学会第550回研究会「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザーを用いた一方向結合リング状ネットワークによる意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  レーザー学会学術講演会第41回年次大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザを用いた光ディープリザーバコンピューティングにおける層数と性能の関係調査2021
- Author(s)
  長谷川寛, 菅野円隆, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 電気光遅延リザーバコンピューティングにおける強化学習を用いたモデル選択実験2021
- Author(s)
  水戸遼平, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Decision making in the multi-armed bandit problem using chaotic temporal waveforms2021
- Author(s)
  K. Morijiri, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングの実装と強化学習への応用2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  電気学会光・量子デバイス研究会「パワー光源システム技術研究会」
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑系フォトニクスを用いた光リザーバコンピューティングと光意思決定2021
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザネットワークを用いた多腕バンディット問題における意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] フォトニック強化学習における時間割引の解析2021
- Author(s)
  白鳥帆香, 漆原昂, ショヴェ二コラ, 砂田哲, 菅野円隆, 内田淳史, 堀崎遼一, 成瀬誠
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Complex dynamics based on photonics and its applications to machine learning2021
- Author(s)
  Kazutaka Kanno
- Organizer
  The 16th International Workshop on Optical Signal Processing and Optical Switching (IWOO 2021)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Parallel bandit architecture for reinforcement learning using chaotic laser time series2021
- Author(s)
  T. Urushibara, N. Chauvet, A. Roehm, S. Kochi, S. Sunada, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザネットワークの遅延カオス同期を用いた競合的意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2021
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Prediction of intermittent chaos in a semiconductor laser with short external cavity2021
- Author(s)
  S. Inoue, T. Mihana, S. Ohara, K. Kanno, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザカオスのサンプルエントロピー評価と物理乱数生成2021
- Author(s)
  大熊智彦, 澤山太一, 菅野円隆, 内田淳史
- Organizer
  2022年第69回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[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意思決定における台数拡張性の調査2021
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Complex dynamics based on photonics and its applications to machine learning2021
- Author(s)
  K. Kanno
- Organizer
  The 16th International Workshop on Optical Signal Processing and Optical Switching (IWOO 2021)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザーのリザーバコンピューティングを用いた強化学習の提案2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  レーザー学会学術講演会第41回年次大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 多モード半導体レーザを用いた意思決定におけるモード制御実験2021
- Author(s)
  岩見龍吾, 藤島千凡, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] リザーバコンピューティングの実装と強化学習への応用2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  電気学会光・量子デバイス研究会「パワー光源システム技術研究会」
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザーを用いた一方向結合リング状ネットワークによる意思決定2021
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  レーザー学会学術講演会第41回年次大会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 半導体レーザカオスにおける複素電界ダイナミクスの光コヒーレント検波による実験的抽出2021
- Author(s)
  工藤翔大, 舟橋遼, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2021
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光半導体レーザで生じる間欠性カオスの制御2021
- Author(s)
  井上聡太, 巳鼻孝朋, 小原翔馬, 菅野円隆, 内田淳史
- Organizer
  日本光学会年次学術講演会 Optics & Photonics Japan 2021
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] カオス発振するマルチモード半導体レーザーのダイナミクスと多腕バンディット問題への応用におけるスケーラビリティの調査2021
- 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550回研究会「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 電気光遅延リザーバコンピューティングにおける遅延ループ数による記憶容量と非線形性のトレードオフ2021
- Author(s)
  齊藤健斗, 菅野円隆, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光を有する半導体レーザを用いた光ディープリザーバコンピューティングにおける層数と性能の関係調査2021
- Author(s)
  長谷川寛, 菅野円隆, 内田淳史
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングによる強化学習の実装2021
- Author(s)
  菅野円隆
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 160 Gb/s true physical random bit generation using broad-band, high-entropy semiconductor laser chaos2021
- Author(s)
  C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang
- Organizer
  Optics & Photonics Taiwan International Conference 2021 (OPTIC 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 時空間光ダイナミクスを用いた意思決定実験2021
- Author(s)
  森尻健正, 武塙賢人, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2022年第69回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] フォトニックQ学習における状態探索の解析2021
- Author(s)
  漆原昂, ショヴェ二コラ, 砂田哲, 菅野円隆, 内田淳史, 堀崎遼一, 成瀬誠
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 複数の半導体レーザカオス波形比較による意思決定手法の性能調査2021
- Author(s)
  森尻健正, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Decision making based on mode competition dynamics in a multimode semiconductor laser with optical feedback2021
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Dynamics Days Europe 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 3つの半導体レーザにおける遅延カオス同期を用いた意思決定実験2021
- Author(s)
  高林瑞穂, 廣田和幹, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 光リザーバコンピューティングによる強化学習の実装2021
- Author(s)
  菅野円隆
- Organizer
  第68回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] アラン分散による低周波不規則振動の時間構造の分析2021
- Author(s)
  足助尚樹, ショヴェ二コラ, レームアンドレ, 菅野円隆, 内田淳史, 堀﨑遼一, 成瀬誠
- Organizer
  2022年第69回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Random number generation using complex electric-field dynamics in a chaotic semiconductor laser by coherent detection2021
- Author(s)
  S. Kudo, R. Funabashi, K. Kanno, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光コヒーレント検波による半導体レーザカオスの複素電界ダイナミクスを用いた乱数生成2021
- Author(s)
  工藤翔大, 舟橋遼, 菅野円隆, 内田淳史
- Organizer
  2021年第82回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Entropy estimation in chaotic semiconductor lasers with time-delayed optical feedback for random number generation2021
- Author(s)
  T. Okuma, K. Kanno, and A. Uchida
- Organizer
  Proceedings of International Symposium on Physics and Applications of Laser Dynamics 2021 (IS-PALD 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] フォトニックQ学習における状態探索の解析2021
- Author(s)
  漆原昂, ショヴェニコラ, 砂田哲, 菅野円隆, 内田淳史, 堀崎遼一, 成瀬誠
- Organizer
  2021年第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザーのリザーバコンピューティングを用いた強化学習の提案2021
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  レーザー学会学術講演会第41回年次大会
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 遅延フィードバックを有する半導体レーザを用いたディープリザーバコンピューティングの構成方法の比較2020
- Author(s)
  長谷川寛, 菅野円隆, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Architectures of photonic deep reservoir computing using a semiconductor laser with optical feedback and injection2020
- Author(s)
  H. Hasegawa, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Comparison between (ε,τ) entropy and sample entropy in a chaotic semiconductor laser2020
- Author(s)
  T. Okuma, Y. Kawaguchi, K. Kanno, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Decision making using comparison of chaotic temporal waveforms in semiconductor lasers2020
- Author(s)
  K. Morijiri, T. Mihana, A. Oda, R. Iwami, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] レーザーカオス時系列を用いたQ学習の提案と実証2020
- Author(s)
  漆原昂, ショヴェニコラ, 河内聡志, 砂田哲, 菅野円隆, 内田淳史, 成瀬誠
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Mode competition dynamics and decision making using a chaotic multimode semiconductor laser2020
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複数の半導体レーザカオス波形を用いたスケーラブルな意思決定2020
- Author(s)
  森尻健正, 巳鼻孝朋, 小田章裕, 岩見龍吾, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年度電子情報通信学会ソサエティ大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 時間遅延リザーバコンピューティングを用いた強化学習2020
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  2020年度電子情報通信学会ソサエティ大会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑系フォトニクスを用いた光人工知能：リザーバコンピューティングと意思決定への応用2020
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  第5回フォトニクスワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Memory capacity and nonlinearity in electro-optic delay-based reservoir computing2020
- Author(s)
  K. Saito, K. Kanno, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Reservoir computing with laser dynamics: Applications of photonic artificial intelligence2020
- Author(s)
  A. Uchida and K. Kanno
- Organizer
  Optics and Photonics Japan 2020
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を有する半導体レーザにおける周波数ダイナミクスの抽出2020
- Author(s)
  舟橋遼, 菅野円隆, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光の時空間ダイナミクスに基づく並列コンピューティング2020
- Author(s)
  砂田哲, 菅野円隆, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザを用いたリザーバーコンピューティング2020
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  日本学術振興会先端ナノデバイス・材料テクノロジー第151委員会令和元年度第5回研究会「リザバーコンピューティングとその物理的実装」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Evaluation of optical frequency dynamics in a semiconductor laser with timedelayed optical feedback2020
- Author(s)
  R. Funabashi, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[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
  2020年第67回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 一方向結合された３つの半導体レーザにおける遅延カオス同期実験2020
- Author(s)
  高林瑞穂, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on adaptive model selection using reinforcement learning in electrooptic delay-based reservoir computing2020
- Author(s)
  R. Mito, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Photonic reservoir computing using complex laser dynamics2020
- Author(s)
  A. Uchida and K. Kanno
- Organizer
  The 10th International Symposium on Photonics and Electronics Convergence (ISPEC2020)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Reinforcement learning based on electro-optic delay-based reservoir computing2020
- Author(s)
  K. Kanno and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 電気光遅延システムのリザーバコンピューティングにおける強化学習を用いたモデル選択の実験的評価2020
- Author(s)
  水戸遼平, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Reinforcement learning based on electro-optic delay-based reservoir computing2020
- Author(s)
  K. Kanno and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光注入された半導体レーザカオスおけるサンプルエントロピーと (ε,τ) エントロピーの比較2020
- Author(s)
  大熊智彦, 川口佑, 菅野円隆, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on spontaneous switching of leader-laggard relationship in coupled three semiconductor lasers for decision making2020
- Author(s)
  M. Takabayashi, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Evaluation of optical frequency dynamics in a semiconductor laser with timedelayed optical feedback2020
- Author(s)
  R. Funabashi, K. Kanno, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 戻り光を付加された量子ドットレーザ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
- Data Source
  KAKENHI-PROJECT-19H00868
[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「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザネットワークの遅延カオス同期を用いた意思決定2020
- Author(s)
  巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Architectures of photonic deep reservoir computing using a semiconductor laser with optical feedback and injection2020
- Author(s)
  H. Hasegawa, K. Kanno, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Comparison between (epsilon, tau) entropy and sample entropy in a chaotic semiconductor laser2020
- Author(s)
  T. Okuma, Y. Kawaguchi, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Decision making for solving competitive multi-armed bandit problem using scalable laser network2020
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Mode competition dynamics and decision making using a chaotic multimode semiconductor laser2020
- Author(s)
  R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Decision making for solving competitive multi-armed bandit problem using scalable laser network2020
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[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, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年第67回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 電気光遅延システムを用いたリザーバコンピューティングにおける非線形性と記憶容量の調査2020
- Author(s)
  齊藤健斗, 菅野円隆, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[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意思決定性能の調査2020
- Author(s)
  岩見龍吾, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2020年第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Memory capacity and nonlinearity in electro-optic delay-based reservoir computing2020
- Author(s)
  K. Saito, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 戻り光変調された半導体レーザを用いた光リザーバコンピューティングの性能評価実験2020
- Author(s)
  アフィカアマリナハヤ, 菅野円隆, 内田淳史
- Organizer
  2020年第67回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Reservoir computing with laser dynamics: Applications of photonic artificial intelligence2020
- Author(s)
  A. Uchida and K. Kanno
- Organizer
  Optics and Photonics Japan 2020, OSJ-OSA-OSK Joint Symposia on Optics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on spontaneous switching of leader-laggard relationship in coupled three semiconductor lasers for decision making2020
- Author(s)
  M. Takabayashi, T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Experiment on adaptive model selection using reinforcement learning in electro-optic delay-based reservoir computing2020
- Author(s)
  R. Mito, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 複雑系フォトニクスに基づく光AI: 光リザーバーコンピューティングの進展2020
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  2020年第67回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[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「レーザーのカオス・ノイズダイナミクスとその応用」
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic accelerator: reservoir computing and decision making for artificial intelligence2020
- Author(s)
  A. Uchida, K. Kanno, S. Sunada, and M. Naruse
- Organizer
  IEEE Photonics Society Summer Topicals Meeting Series 2020
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] 複雑系フォトニクスを用いた光人工知能：リザーバコンピューティングと意思決定への応用2020
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  第5回フォトニクスワークショップ「光の多様性を探求する!!」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 物理乱数源としての半導体レーザカオス時系列のエントロピー評価実験2020
- Author(s)
  川口佑, 菅野円隆, 内田淳史
- Organizer
  2020年第67回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic accelerator: reservoir computing and decision making for artificial intelligence2020
- Author(s)
  A. Uchida, K. Kanno, S. Sunada, and M. Naruse
- Organizer
  IEEE Photonics Society Summer Topicals Meeting Series 2020
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic reservoir computing using complex laser dynamics2020
- Author(s)
  A. Uchida and K. Kanno
- Organizer
  The 10th International Symposium on Photonics and Electronics Convergence (ISPEC2020)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15185
[Presentation] Decision making using comparison of chaotic temporal waveforms in semiconductor lasers2020
- Author(s)
  K. Morijiri, T. Mihana, A. Oda, R. Iwami, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Evaluation of entropy rate from chaotic time series in semiconductor lasers2019
- Author(s)
  Y. Kawaguchi, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザーを用いたリザーバコンピューティングの進展とモデル選択応用2019
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  第152回微小光学研究会「AIで拡げる微小光学」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光注入された半導体レーザにおけるカオス時系列の(ε,τ)エントロピー評価2019
- Author(s)
  川口佑, 菅野円隆, 内田淳史
- Organizer
  2019年度電子情報通信学会ソサエティ大会
- Data Source
  KAKENHI-PROJECT-19H00868
[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
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 当たり確率が変化する多本腕バンディット問題におけるレーザカオスを用いた強化学習と意思決定2019
- Author(s)
  小田章裕, 巳鼻孝朋, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 遅延フィードバックを有する半導体レーザを用いたリザーバコンピューティングの遅延時間による影響2019
- Author(s)
  長谷川寛, 菅野千紘, アフィカアマリナハヤ, 菅野円隆, 内田淳史
- Organizer
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[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2019
- Author(s)
  三井湧方, 巳鼻孝朋, 菅野円隆, 内田淳史
- Organizer
  2019年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 戻り光半導体レーザにおける光ヘテロダイン検波を用いた周波数ダイナミクスの数値計算2019
- Author(s)
  舟橋遼, 菅野円隆, 内田淳史
- Organizer
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[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, J. Ma, and M. Hasegawa
- Organizer
  7th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[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
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Dynamical channel selection in wireless communications by multi-armed bandit algorithm using chaotic time series2019
- Author(s)
  S. Takeuchi, M. Naruse, K. Kanno, A. Uchida, M. Jing, and M. Hasegawa
- Organizer
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザカオス時系列を用いた意思決定原理による無線通信の動的チャネル選択2019
- Author(s)
  竹内俊剛, 成瀬誠, 巳鼻孝朋, 菅野円隆, 内田淳史, 馬セイ, 長谷川幹雄
- Organizer
  2019年電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 複雑系フォトニクスに基づくリザーバコンピューティング応用2019
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  2019年度電子情報通信学会ソサエティ大会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光を用いたリザーバコンピューティング2019
- Author(s)
  内田淳史, 菅野円隆
- Organizer
  日本学術振興会光ネットワークシステム技術第171委員会第68回研究会「光リザバーコンピューティングの研究動向と今後の展開」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[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
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 半導体レーザカオス時系列からのエントロピー生成率の算出2019
- Author(s)
  川口佑, 菅野円隆, 内田淳史
- Organizer
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-16H03878
[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
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 遅延カオス同期を用いた意思決定の数値計算による性能評価2019
- Author(s)
  巳鼻孝朋, 三井湧方, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 光リザーバコンピューティングの進展とモデル選択応用2019
- Author(s)
  菅野円隆, 内田淳史
- Organizer
  光材料・応用技術研究会
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] カオス時系列を用いた敵対的生成ネットワーク（CHAOS GAN）2019
- Author(s)
  成瀬誠, 巳鼻孝朋, 菅野円隆, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[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
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングの進展とモデル選択応用2019
- Author(s)
  菅野円隆
- Organizer
  電子情報通信学会光通信システム研究会第33回光通信シンポジウム「光通信・令和の展望」
- Invited
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングにおける戻り光強度変調と位相変調の比較実験2019
- Author(s)
  アフィカアマリナハヤ, 菅野千紘, 菅野円隆, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[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
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 量子ドットレーザダイナミクスの分岐現象の実験的調査2019
- 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
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-16H03878
[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
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 光リザーバコンピューティングにおける意思決定手法を用いたモデル選択2019
- Author(s)
  菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] レーザを用いたリザーバコンピューティングにおける強化学習を利用したモデル選択2019
- Author(s)
  菅野円隆, 成瀬誠, 内田淳史
- Organizer
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Characteristics of optical feedback modulation in delay-based photonic reservoir computing with a semiconductor laser2019
- Author(s)
  A. A. Haya, C. Sugano, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Parallelization in reservoir computing based on a mutually coupled electro-optic delay system2019
- Author(s)
  K. Saito, K. Kanno, and A. Uchida
- Organizer
  Frontiers in Optics 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[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
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] 短い遅延ループを有する半導体レーザを用いたリザーバコンピューティングの並列化2019
- Author(s)
  菅野千紘, アフィカアマリナハヤ, 菅野円隆, 内田淳史
- Organizer
  2019年第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Laser network for lag synchronization of chaos and decision making2019
- Author(s)
  T. Mihana, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Extraction of optical frequency dynamics in a semiconductor laser with optical delayed feedback2019
- Author(s)
  R. Funabashi, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[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
  2019年第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] レーザカオス同期の自発的スイッチング現象を用いた意思決定の数値計算2019
- Author(s)
  巳鼻孝朋, 三井湧方, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Implementation of optical feedback modulation in photonic reservoir computing2019
- Author(s)
  A. A. Haya, C. Sugano, K. Kanno, and A. Uchida
- Organizer
  Frontiers in Optics 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00868
[Presentation] Photonic reservoir computing using a single semiconductor laser with optical feedback-phase modulation2018
- Author(s)
  A. A. Haya, C. Sugano, K. Kanno, and A. Uchida
- Organizer
  Cognitive Computing 2018, Merging Concepts with Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 位相変調された戻り光を有する半導体レーザに基づくリザーバコンピューティング2018
- Author(s)
  菅野円隆, 内田淳史, 文仙正俊
- Organizer
  2018年第65回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 強化学習を併用した光リザーバコンピューティングの提案2018
- Author(s)
  菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2018年第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 相互結合された半導体レーザの遅延カオス同期における自発的スイッチング実験2018
- Author(s)
  三井湧方, 巳鼻孝朋, 菅野円隆, 内田淳史
- Organizer
  2018年第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Photonic delay-based reservoir computing on a chip2018
- Author(s)
  A. Uchida, K. Takano, C. Sugano, M. Inubushi, K. Yoshimura, S. Sunada, and K. Kanno
- Organizer
  Cognitive Computing 2018, Merging Concepts with Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Mutually coupled optoelectronic systems with different delays for reservoir computing2018
- Author(s)
  Kazutaka Kanno, Masatoshi Bunsen, and Atsushi Uchida
- Organizer
  2017 International Symposium on Nonlinear Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] Experiment on leader-laggard relationship in mutually-coupled semiconductor lasers with time delay2018
- Author(s)
  Y. Mitsui, T. Mihana, K. Kanno, and A. Uchida
- Organizer
  Proceedings of 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] (epsilon, tau)エントロピーによるレーザカオスの予測不可能性の評価2018
- Author(s)
  川口佑, 菅野円隆, 内田淳史
- Organizer
  Optics & Photonics Japan 2018, 日本光学会年次学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 戻り光位相変調された半導体レーザを用いた光リザーバコンピューティング実験2018
- Author(s)
  アフィカアマリナハヤ, 菅野千紘, 菅野円隆, 内田淳史
- Organizer
  2018年第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 短距離フィードバックを有する半導体レーザを用いたリザーバコンピューティングの記憶容量2018
- Author(s)
  菅野千紘, 高野耕輔, アフィカアマリナハヤ, 菅野円隆, 内田淳史
- Organizer
  2018年第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Mutually coupled optoelectronic systems with different delays for reservoir computing2018
- Author(s)
  K. Kanno, M. Bunsen, and A. Uchida
- Organizer
  Proceedings of 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 相互結合された半導体レーザにおける遅延カオス同期を用いた意思決定の数値解析2018
- Author(s)
  巳鼻孝朋, 三井湧方, 菅野円隆, 成瀬誠, 内田淳史
- Organizer
  2018年第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 量子ドットレーザの戻り光変化による非線形ダイナミクス実験2018
- Author(s)
  山崎和人, 菅野円隆, 松本敦, 成瀬誠, 内田淳史
- Organizer
  Optics & Photonics Japan 2018, 日本光学会年次学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 半導体レーザを搭載した光集積回路によるリザーバコンピューティング実験2018
- Author(s)
  高野耕輔, 菅野千紘, 内田淳史, 犬伏正信, 吉村和之
- Organizer
  2018年第65回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Decision making using lag synchronization of chaos in mutually-coupled semiconductor lasers2018
- Author(s)
  T. Mihana, Y. Mitsui, K. Kanno, M. Naruse, and A. Uchida
- Organizer
  Proceedings of 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Reservoir computing using semiconductor laser with short external cavity2018
- Author(s)
  C. Sugano, K. Takano, K. Kanno, M. Inubushi, K. Yoshimura, and A. Uchida
- Organizer
  Proceedings of 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Information processing based on mutually delay-coupled optoelectronic oscillators2017
- Author(s)
  Keisuke Nagatoshi, Kazutaka Kanno, and Masatoshi Bunsen
- Organizer
  SIAM Conference on Applications of Dynamical Systems
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] 短い外部共振器長を有する半導体レーザを用いたリザーバコンピューティングに関する数値計算2017
- Author(s)
  菅野千紘, 高野耕輔, 内田淳史, 犬伏正信, 吉村和之
- Organizer
  2017年第78回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 時間遅延相互結合された光電気フィードバックシステムを用いたリザーバコンピューティング2017
- Author(s)
  菅野円隆, 文仙正俊
- Organizer
  レーザー学会学術講演会第37回年次大会
- Place of Presentation
  徳島大学常見島キャンパス, 徳島
- Year and Date
  2017-01-07
- Invited
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] Performance improvement of reservoir computing by using two temporal outputs in mutually coupled optoelectronic system2017
- Author(s)
  Kazutaka Kanno and Masatoshi Bunsen
- Organizer
  Information photonics 2017
- Place of Presentation
  Pacifico Yokohama, Japan
- Year and Date
  2017-04-18
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] 相互結合光電気システムの利用による光リザーバコンピューティングの情報処理精度向上2017
- Author(s)
  永利圭佑, 菅野円隆, 文仙正俊
- Organizer
  光エレクトロニクス（OPE）研究会
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] Performance Improvement of Reservoir Computing by Using Two Temporal Outputs in Mutually Coupled Optoelectronic System2017
- Author(s)
  Kazutaka Kanno and Masatoshi Bunsen
- Organizer
  Information Photonics 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] 時間遅延相互結合システムにおける情報処理性能の遅延時間依存性2017
- Author(s)
  永利圭佑, 菅野円隆, 文仙正俊
- Organizer
  第64回応用物理学会春季学術講演会
- Place of Presentation
  パシフィコ横浜, 神奈川
- Year and Date
  2017-03-14
- Data Source
  KAKENHI-PROJECT-16K16129
[Presentation] Information processing based on an external-cavity semiconductor laser with optical feedback-phase modulation2017
- Author(s)
  K. Kanno, C. Sugano, K. Takano, A. Uchida, and M. Bunsen
- Organizer
  2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Numerical analysis on dynamics-dependent synchronization in mutually-coupled semiconductor lasers2017
- Author(s)
  S. Ohara, K. Kanno, and A. Uchida
- Organizer
  2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 戻り光を有する半導体レーザの光集積回路を用いたリザーバコンピューティングの実験2017
- Author(s)
  高野耕輔, 菅野千紘, 栗城瑛将, 内田淳史, 犬伏正信, 吉村和之
- Organizer
  2017年第78回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 短距離フィードバックを有する半導体レーザにおけるリザーバコンピューティングの数値計算2017
- Author(s)
  菅野千紘, 高野耕輔, 内田淳史, 犬伏正信, 吉村和之
- Organizer
  Optics & Photonics Japan 2017, 日本光学会年次学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] 非対称な戻り光を有する相互結合された半導体レーザのカオス同期の数値解析2017
- Author(s)
  小原翔馬, 菅野円隆, 内田淳史
- Organizer
  2017年第78回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H03878
[Presentation] Reservoir computing based on consistency of a semiconductor laser driven by a chaos mask signal2016
- Author(s)
  J. Nakayama, K. Kanno, and A. Uchida
- Organizer
  Dynamics Days Europe 2016
- Place of Presentation
  Corfu, Greece
- Year and Date
  2016-06-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03878

1. Uchida Atsushi (50327996)

# of Collaborated Projects: 3 results

# of Collaborated Products: 301 results
2. 砂田哲 (10463704)

# of Collaborated Projects: 1 results

# of Collaborated Products: 17 results
3. HIRAYAMA Takuhisa

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
4. 成瀬誠

# of Collaborated Projects: 0 results

# of Collaborated Products: 7 results

Kanno Kazutaka 菅野 円隆

Research Projects

Research Products

Co-Researchers

光システムに基づく疑似ネットワークの構造解析基盤の構築と機械学習への展開Principal Investigator

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複雑系フォトニクスによるフォトニックコンピューティングの変革

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Performance enhancement of photonic reservoir computing based on parallel and deep architectursPrincipal Investigator

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Development of photonic reservoir computing based on complex photonics

Principal Investigator

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Development of ultrafast random number generators based on complex photonics

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Performance improvement of information processing based on a delayed dynamical systemPrincipal Investigator

Principal Investigator

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Research Institution

[Book] 光リザーバーコンピューティング ー原理と実装ー2024

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[Book] 光リザーバーコンピューティング ー原理と実装ー2024

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[Book] Reservoir Computing: Theory, Physical Implementations, and Applications (Chapter 16, Performance improvement of delay-based photonic reservoir computing)2021

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[Journal Article] Chaotic mode-competition dynamics in a multimode semiconductor laser with optical feedback and injection2023

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[Journal Article] Analysis of temporal structure of laser chaos by Allan variance2023

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[Journal Article] Parallel and deep reservoir computing using semiconductor lasers with optical feedback2023

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[Journal Article] Parallel photonic accelerator for decision making using optical spatiotemporal chaos2023

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[Journal Article] Experimental demonstration of adaptive model selection based on reinforcement learning in photonic reservoir computing2022

Author(s)

Kanno Kazutaka 菅野円隆

[Book] 光リザーバーコンピューティング　ー原理と実装ー2024

[Book] 光リザーバーコンピューティング　ー原理と実装ー2024