Kanno Kazutaka 菅野円隆

Researcher Number	10734890
Other IDs
Affiliation (Current)	2021: 埼玉大学, 理工学研究科, 助教
Affiliation (based on the past Project Information) *help	2018 – 2020: 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 Soft computing / Basic Section 30020:Optical engineering and photon science-related Except Principal Investigator Optical engineering, Photon science / Medium-sized Section 30:Applied physics and engineering and related fields
Keywords	Principal Investigator リザーバコンピューティング / レーザ / 時間遅延フィードバック / 機械学習 / 時系列予測 / 相互結合システム / reservoir computing / 相互結合 / 非線形システム / 応用光学 … More Except Principal Investigator 応用光学・量子光工学 / 先端機能デバイス / 超高速情報処理 / 乱数 / セキュア・ネットワーク / リザーバコンピューティング / 複雑系 Less

光リザーバコンピューティングの多機能化と並列リザーバによる高性能化Principal InvestigatorOngoing
- Principal Investigator
  
  菅野円隆
- 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
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の革新的展開Ongoing
- Principal Investigator
  
  内田淳史
- 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 2019 2018 2017 2016

All Journal Article Presentation Patent

[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] Numerical study on dynamics-dependent synchronization in mutually-coupled lasers with asymmetric feedback2019
- Author(s)
  K. Takano, C. Sugano, M. Inubushi, K. Yoshimura, S. Sunada, K. Kanno, and A. Uchida
- Journal Title
  
  Nonlinear Theory and Its Applications, IEICE
  
  Volume: Vol. 26, No. 22 Pages: 29424-29439
- DOI
  10.1364/oe.26.029424
- NAID
  130007542513
- 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
  190000007403
- 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
- 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: Vol. 45, No. 3 Pages: 148-152
- Peer Reviewed / Acknowledgement Compliant
- 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
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16129
[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
- 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
  
  Jpn. J. Appl. Phys.
  
  Volume: 55 Issue: 8S3 Pages: 08RE06-08RE06
- DOI
  10.7567/jjap.55.08re06
- NAID
  210000147036
- ISSN
  0021-4922, 1347-4065
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16129
[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 Pages: 8679-8692
- DOI
  10.1364/oe.24.008679
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24686010, KAKENHI-PROJECT-16H03878
[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 Pages: 22198-22209
- DOI
  10.1364/oe.24.022198
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] (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] 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] 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] 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] 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] 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] 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 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] 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] 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] 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] 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] 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] 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] 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] 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
- Place of Presentation
  Pacifico Yokohama, Japan
- Year and Date
  2017-04-18
- Invited / Int'l Joint Research
- 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] 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] 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] 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] 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] 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] 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] 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: 2 results

# of Collaborated Products: 43 results
2. 砂田哲 (10463704)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kanno Kazutaka 菅野 円隆

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光リザーバコンピューティングの多機能化と並列リザーバによる高性能化Principal InvestigatorOngoing

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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の革新的展開Ongoing

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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

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[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

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[Journal Article] Numerical study on dynamics-dependent synchronization in mutually-coupled lasers with asymmetric feedback2019

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[Journal Article] 光リザーバコンピューティングの展開2018

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[Journal Article] Spontaneous exchange of leader-laggard relationship in mutually coupled synchronized semiconductor lasers2017

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[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

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[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

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[Journal Article] Complexity and bandwidth enhancement in unidirectionally coupled semiconductor lasers with time-delayed optical feedback2016

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[Journal Article] Reservoir computing with a slowly modulated mask signal for preprocessing using a mutually coupled optoelectronic system2016

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[Journal Article] Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal2016

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[Journal Article] Photonic integrated circuits unveil crisis-induced intermittency2016

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[Patent] モデル選択装置、及びモデル選択方法2018

Inventor(s)

Kanno Kazutaka 菅野円隆