Keywords
Profile
KANNO Kazutaka
Profile
Assigned Class
- Faculty of Engineering
Research Field
- keyword:nonlinear science , optics , machine learning , reservoir computing
Academic Background
- Degree
- Doctor (Engineering) , Saitama University
Awards
- 2022
Research
Books, Articles, etc.
- Articles
-
Chaotic mode-competition dynamics in a multimode semiconductor laser with optical feedback and injection
,Optics Express,31(7):11274-11291 2023
R. Iwami, K. Kanno, and A. Uchida -
Photonic reinforcement learning based on optoelectronic reservoir computing
,Scientific Reports,12:3720 2022
Kazutaka Kanno and Atsushi Uchida -
Adaptive decision making using a chaotic semiconductor laser for multi-armed bandit problem with time-varying hit probabilities
,Nonlinear Theory and its Applications, IEICE,E13-N:123-138 2022
Akihiro Oda, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, and Atsushi Uchida -
Experimental demonstration of adaptive model selection based on reinforcement learning in photonic reservoir computing
,Nonlinear Theory and its Applications, IEICE,E13-N:112-122 2022
Ryohei Mito, Kazutaka Kanno, Makoto Naruse, and Atsushi Uchida -
Decision making for large-scale multi-armed bandit problems using bias control of chaotic temporal waveforms in semiconductor lasers
,Scientific Reports,12:8073 2022
K. Morijiri, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Parallel bandit architecture based on laser chaos for reinforcement learning
,Journal of Physics Communications,6:065002 2022
T. Urushibara, N. Chauvet, S. Kochi, S. Sunada, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse -
Photonic decision making for solving competitive multi-armed bandit problem using semiconductor laser networks
,Nonlinear Theory and Its Applications, IEICE,13(3):582 2022
T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Reservoir computing based on an external-cavity semiconductor laser with optical feedback modulation
,Optics Express,30(19):34218 2022
K. Kanno, A. A. Haya, and A. Uchida -
Universal single-mode lasing in fully-chaotic billiard lasers
,Entropy,24(11):1648 2022
M. You, D. Sakakibara, K. Makino, Y. Morishita, K. Matsumura, Y.Kawashima, M. Yoshikawa, M. Tonosaki, K. Kanno, A. Uchida, S. Sunada, S. Shinohara, and T. Harayama -
Parallel and deep reservoir computing using semiconductor lasers with optical feedback
,Nanophotonics:nanoph-2022-0440 2022
H. Hasegawa, K. Kanno, and A. Uchida -
Controlling chaotic itinerancy in laser dynamics for reinforcement learning
,Science Advances,8:eabn8325 2022
R. Iwami, T. Mihana, K. Kanno, S. Sunada, M. Naruse, and A. Uchida -
Analysis of temporal structure of laser chaos by Allan variance
,Physical Review E,107:014211 2022
N. Asuke, N. Chauvet, A. Roehm, K. Kanno, A. Uchida, T. Niiyama, S. Sunada, R. Horisaki, and M. Naruse -
Parallel photonic accelerator for decision making using optical spatiotemporal chaos
,Optica,10(3):339 2022
K. Morijiri, K. Takehana, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
High-entropy chaos generation using semiconductor lasers subject to intensity-modulated optical injection for certified physical random number generation
,Optics Letters,46:3384-3387 2021
C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang -
Fast dynamics of low-frequency fluctuations in a quantum-dot laser with optical feedback
,Optics Express,29:2442-2457 2021
K. Yamasaki, K. Kanno, A. Matsumoto, K. Akahane, N. Yamamoto, M. Naruse, and A. Uchida -
Entropy rate of chaos in an optically injected semiconductor laser for physical random number generation
,Optics Express,29(2):2442-2457 2021
Y. Kawaguchi, T. Okuma, K. Kanno, and A. Uchida -
Adaptive model selection in photonic reservoir computing by reinforcement learning
,Scientific Reports,10:10062 2020
K. Kanno, M. Naruse, and A. Uchida -
Laser network decision making by lagsynchronization of chaos in a ring configuration
,Optics Express,28(26):40112-40130 2020
T. Mihana, K. Fujii, K. Kanno, M. Naruse and A. Uchida -
Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing
,Optics Express,28(21):30349-30361 2020
S. Sunada, K. Kanno, and A. Uchida -
Reservoir computing and decision making using laser dynamics for photonic accelerator
,Japanese Journal of Applied Physics,59:040601 2020
A. Uchida, K. Kanno, S. Sunada, and M. Naruse -
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
,レーザー研究,48(5):259-264 2020
菅野 円隆, 内田 淳史 -
Reservoir computing using multiple lasers with feedback on a photonic integrated circuit
,IEEE Journal of Selected Topics in Quantum Electronics,26-1:1500409 2020
C. Sugano, K. Kanno, and A. Uchida -
Reservoir computing and decision making using laser dynamics for photonic accelerator
,Japanese Journal of Aplied Physics,59:040601 2020
A. Uchida, K. Kanno, S. Sunada, and M. Naruse -
Entropy evaluation of white chaos generated by optical heterodyne for certifying physical random number generators
,Optics Express,28-3:3686-3698 2020
K. Yoshiya, Y. Terashima, K. Kanno, and A. Uchida -
Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series
,Scientific Reports,10-1574:1-7 2020
S. Takeuchi, M. Hasegawa, K. Kanno, A. Uchida, N. Chauvet, and M. Naruse -
Numerical study on dynamics-dependent synchronization in mutually-coupled lasers with asymmetric feedback
,Nonlinear Theory and Its Applications, IEICE,Vol. 10, No. 1:pp. 60-73 2019
S. Ohara, K. Kanno, and A. Uchida -
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
,電子情報通信学会誌,Vol. 102, No. 2:pp. 127-133 2019
内田 淳史, 菅野 円隆 -
On-chip photonic decision maker using spontaneous mode switching in a ring laser
,Scientific Reports,9-9429:1-9 2019
R. Homma, S. Kochi, T. Niiyama, T. Mihana, Y. Mitsui, K. Kanno, A. Uchida , M. Naruse, and S. Sunada -
Decision making for the multi-armed bandit problem using lag synchronization of chaos in mutually coupled semiconductor lasers
,Optics Express,27-19:26989-27008 2019
T. Mihana, Y. Mitsui, M. Takabayashi, K. Kanno, S. Sunada, M. Naruse, and A. Uchida -
Generative adversarial network based on chaotic time series
,Scientific Reports,9-12963:1-9 2019
M. Naruse, T. Matsubara, N. Chauvet, K. Kanno, T. Yang, and A. Uchida -
Compact reservoir computing with a photonic integrated circuit
,Optics Express,Vol. 26, No. 22:pp. 29424-29439 2018
K. Takano, C. Sugano, M. Inubushi, K. Yoshimura, S. Sunada, K. Kanno, and A. Uchida -
光リザーバコンピューティングの展開
,人工知能学会誌,Vol. 33, No. 5:pp. 577-585 2018
菅野 円隆，内田 淳史 - Presentation
-
Reservoir computing with attention mechanism: Improving chaotic time-series forecasting
The First International Symposium on Photonic Computing 202403
F. Koester, K. Kanno, J. Ohkubo, and A. Uchida -
Mode concentration of chaotic dynamics in a multimode semiconductor laser for decision making
The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024):AL1-2 202401
R. Iwami, K. Kanno, and A. Uchida -
Integration of attention mechanism in reservoir computing for time series forecasting
The 10th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024):CL2B-3 202401
F. Koester, K. Kanno, J. Ohkubo, and A. Uchida -
Experimental investigation on nonlinear dynamics in a multimode semiconductor laser with optical feedback and injection for decision making
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:564-567 202309
R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Experiment on decision making using two different dynamics in semiconductor laser network
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:568-571 202309
K. Sasaki, K. Ishimine, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Experimental investigation of reinforcement learning using optical spatiotemporal dynamics
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:572-575 202309
K. Takehana, H. Takizawa, K. Kanno, and A. Uchida -
Replication of laser dynamics using reservoir computing
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:621-624 202309
A. Kawakami, K. Kanno, and A. Uchida -
Time series prediction of intermittent laser dynamics using reservoir computing
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:625-628 202309
S. Ohara, K. Kanno, A. Uchida, and H. Kurokawa -
Approximate reservoir computing using semiconductor lasers with optical feedback
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:629-632 202309
T. Ito, K. Kanno, and A. Uchida -
Optoelectronic implementation of physical deep learning based on optimal control
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:633-636 202309
R. Nogami, K. Kanno, T. Niiyama, S. Sunada, and A. Uchida -
Experimental verification of universal single-mode lasing in fully chaotic billiard lasers
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:680-681 202309
M. You, K. Makino, Y. Morishita, K. Kanno, A. Uchida, S. Sunada, S. Shinohara, and T. Harayama -
Synchronization and power law under low-frequency fluctuation in unidirectional-ring laser network
2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),1:708-711 202309
T. Mihana, K. Kanno, A. Uchida, R. Horisaki, and M. Naruse -
Experimental investigation on dynamics among longitudinal modes in a multimode semiconductor laser
The 12th Asia-Pacific Laser Symposium (APLS 2023):PHTu-09 202309
R. Iwami, K. Kanno, and A. Uchida -
An approach to output layer optimization in photonic delay-based reservoir computing
The 12th Asia-Pacific Laser Symposium (APLS 2023):PHTu-03 202309
F. Koester, K. Kanno, and A. Uchida -
Replication of optical chaotic dynamics using reservoir computing
The 12th Asia-Pacific Laser Symposium (APLS 2023):PHTu-01 202309
A. Kawakami, K. Kanno, and A. Uchida -
Reinforcement learning using optical spatiotemporal dynamics from spatial light modulator
The 12th Asia-Pacific Laser Symposium (APLS 2023):HW1-02 202309
K. Morijiri, K. Takehana, K. Kanno, and A. Uchida -
Photonic decision making using optical spatiotemporal chaos generated from spatial light modulator
SPIE Optics + Photonics 2023 202308
A. Uchida, K. Morijiri, K. Takehana, and K. Kanno -
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
第70回応用物理学会春季学術講演会:18p-A410-3 202303
新山 友暁, 砂田 哲, レーム アンドレ, 菅野 円隆, 内田 淳史 -
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
第70回応用物理学会春季学術講演会:16a-A405-4 202303
井上 聡太, 菅野 円隆, 内田 淳史 -
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年電子情報通信学会総合大会:N-2-2 202303
岩見 龍吾, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田淳史 -
リザーバコンピューティングの進展と近年の研究動向
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」 202302
菅野 円隆 -
光複雑ダイナミクスを用いた人工知能
レーザー学会学術講演会第43回年次大会:S12-20p-II-01 202301
菅野 円隆 -
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
レーザー学会学術講演会第43回年次大会:H03-19a-XI-02 202301
工藤 翔大, 菅野 円隆, 内田 淳史 -
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
第70回応用物理学会春季学術講演会:16a-A405-6 202301
酒巻 里衣, 菅野 円隆, 犬伏 正信, 内田 淳史 -
Control of intermittent chaos in semiconductor laser with short external cavity
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B4L-C-05 202212
S. Inoue, K. Kanno, A. Uchida -
Experiment on random number generation with chaotic dynamics of complex electric-field amplitude in semiconductor laser
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B4L-C-04 202212
S. Kudo, S. Numata, K. Kanno, A. Uchida -
Experimental demonstration of physical deep learning based on optimal control using optoelectronic delay system
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B4L-C-03 202212
R. Nogami, K. Kanno, S. Sunada, A. Uchida -
Transfer learning based on photonic reservoir computing using semiconductor laser with optical feedback
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B4L-C-02 202212
R. Sakamaki, K. Kanno, M. Inubushi, A. Uchida -
Photonic reservoir computing for prediction and replication of chaotic dynamical systems
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B4L-C-01 202212
A. Kawakami, K. Kanno, A. Uchida -
Decision making for multi-armed bandit problem using two different dynamics in laser network
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B3L-C-05 202212
K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida -
Experiment on spatiotemporal dynamics generation and parallel decision making using spatial light modulator and semiconductor laser
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B3L-C-04 202212
K. Takehana, K. Morijiri, T. Mihana, K. Kanno, M. Naruse, A. Uchida -
Experiment on decision making using chaotic multi-mode semiconductor laser with optical feedback and injection
The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),Proc. of The 2022 International Symposium on Nonlinear Theory and Its Applications (NOLTA2022),1:B3L-C-03 202212
R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida -
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
日本光学会年次学術講演会 Optics & Photonics Japan 2022:16pBS8 202211
武塙 賢人, 森尻 健正, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
日本光学会年次学術講演会 Optics & Photonics Japan 2022:16pBS7 202211
佐々木 圭悟, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
日本光学会年次学術講演会 Optics & Photonics Japan 2022:16pBS6 202211
川上 敦也, 菅野 円隆, 内田 淳史 -
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
日本光学会年次学術講演会 Optics & Photonics Japan 2022:16pBS5 202211
野上 倫, 菅野 円隆, 砂田 哲, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:22a-B101-11 202209
野上 倫, 菅野 円隆, 砂田 哲, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:22a-B101-10 202209
川上 敦也, 菅野 円隆, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:22a-B101-9 202209
酒巻 里衣, 菅野 円隆, 犬伏 正信, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:21a-A404-8 202209
武塙 賢人, 森尻 健正, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:21a-A404-7 202209
佐々木 圭悟, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:21a-A404-6 202209
岩見 龍吾, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:21a-A404-5 202209
神徳 駿, 巳鼻 孝朋, Roehm Andre, 堀﨑 遼一, 菅野 円隆, 内田 淳史, 成瀬 誠 -
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
第83回応用物理学会秋季学術講演会:21a-A404-3 202209
工藤 翔大, 沼田 新, 菅野 円隆, 内田 淳史 -
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
第83回応用物理学会秋季学術講演会:21a-A404-2 202209
井上 聡太, 菅野 円隆, 内田 淳史 -
Prediction and replication of chaotic dynamics using photonic reservoir computing with semiconductor laser
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):CThA13B-04 202208
A. Kawakami, K. Kanno, A. Uchida -
Prevention of intermittent chaos in semiconductor laser with optical feedback
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):P-CTh1-15 202208
S. Inoue, K. Kanno, A. Uchida -
Experiment on extraction of complex electric-field amplitude in chaotic semiconductor laser for random number generation
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):CThP13D-06 202208
S. Kudo, S. Numata, K. Kanno, A. Uchida -
Application for decision making by controlling chaotic mode competition dynamics in multi-mode semiconductor laser
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):CThP13D-05 202208
R. Iwami, T. Mihana, K. Kanno, M. Naruse, A. Uchida -
Experiment on decision making for multi-armed bandit problem using chaos and low frequency fluctuations in laser network
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):CThP13D-04 202208
K. Sasaki, T. Mihana, K. Kanno, M. Naruse, A. Uchida -
High optical feedback resistance of 1.55 um 15-layer-stacked quantum dot laser using InP(311)B substrate
The 15th Pacific Rim Conference on Lasers and Electro-Optics (CLEO Pacific Rim, CLEO-PR 2022):CMP11A-02 202207
A. Matsumoto, K. Akahane, T. Umezawa, N. Yamamoto, K. Kanno, M. Naruse, A. Uchida, and A. Kanno -
Photonic decision making by chaotic mode dynamics in multi-mode semiconductor laser with optical feedback
27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022):WP-G-3 202207
R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Photonic decision making for solving bandit problem using laser network
27th OptoElectronics and Communications Conference / International Conference on Photonics in Switching and Computing 2022 (OECC/PSC 2022):WP-G-2 202207
T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
160 Gb/s true physical random bit generation using broad-band, high-entropy semiconductor laser chaos
Conference on Lasers and Electro-Optics 2022 (CLEO 2022) 202205
C.-H. Tseng, R. Funabashi, K. Kanno, A. Uchida, C.-C. Wei, and S.-K. Hwang -
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
第68回応用物理学会春季学術講演会:19p-Z34-1 202103
齊藤 健斗, 菅野 円隆, 内田 淳史 -
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
第68回応用物理学会春季学術講演会:19p-Z34-2 202103
長谷川 寛, 菅野 円隆, 内田 淳史 -
第68回応用物理学会春季学術講演会
フォトニックQ学習における状態探索の解析:19a-Z34-6 202103
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 -
光リザーバコンピューティングによる強化学習の実装
第68回応用物理学会春季学術講演会 202103
菅野円隆 -
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
第68回応用物理学会春季学術講演会:17a-Z07-5 202103
岩見 龍吾, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第68回応用物理学会春季学術講演会:17a-Z07-6 202103
高林 瑞穂, 廣田 和幹, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第68回応用物理学会春季学術講演会:17a-Z07-7 202103
水戸 遼平, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第68回応用物理学会春季学術講演会:17a-Z07-8 202103
舟橋 遼, 工藤 翔大, 菅野 円隆, 内田 淳史 -
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
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」:RTM-21-05 202102
巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
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」:RTM-21-06 202102
岩見 龍吾, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
レーザー学会学術講演会第41回年次大会:H05-20p-VIII-02 202101
巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
レーザー学会学術講演会第41回年次大会:H05-20p-VIII-03 202101
菅野 円隆, 内田 淳史 -
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
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!!」 202012
内田 淳史, 菅野 円隆 -
Photonic reservoir computing using complex laser dynamics
The 10th International Symposium on Photonics and Electronics Convergence (ISPEC2020), Advanced Nanophotonics and Silicon Device Systems 202011
A. Uchida and K. Kanno -
Mode competition dynamics and decision making using a chaotic multimode semiconductor laser
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),1:286-289 202011
R. Iwami, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Decision making using comparison of chaotic temporal waveforms in semiconductor lasers
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):290-293 202011
K. Morijiri, T. Mihana, A. Oda, R. Iwami, K. Kanno, M. Naruse, and A. Uchida -
Experiment on spontaneous switching of leader-laggard relationship in coupled three semiconductor lasers for decision making
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):294-297 202011
M. Takabayashi, T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Decision making for solving competitive multi-armed bandit problem using scalable laser network
International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):298-301 202011
T. Mihana, K. Kanno, M. Naruse, and A. Uchida -
Memory capacity and nonlinearity in electro-optic delay-based reservoir computing
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):370-373 202011
K. Saito, K. Kanno, and A. Uchida -
Architectures of photonic deep reservoir computing using a semiconductor laser with optical feedback and injection
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020), Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):381-384 202011
H. Hasegawa, K. Kanno, and A. Uchida -
Experiment on adaptive model selection using reinforcement learning in electrooptic delay-based reservoir computing
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020):385-388 202011
R. Mito, K. Kanno, M. Naruse, and A. Uchida -
Reinforcement learning based on electro-optic delay-based reservoir computing
Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),1:425-428 202011
K. Kanno and A. Uchida -
Evaluation of optical frequency dynamics in a semiconductor laser with timedelayed optical feedback
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),1:434-437 202011
R. Funabashi, K. Kanno, and A. Uchida -
Comparison between (ε,τ) entropy and sample entropy in a chaotic semiconductor laser
2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),Proceedings of 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020),1:438-441 202011
T. Okuma, Y. Kawaguchi, K. Kanno, and A. Uchida -
Reservoir computing with laser dynamics: Applications of photonic artificial intelligence
Optics and Photonics Japan 2020, OSJ-OSA-OSK Joint Symposia on Optics 202011
A. Uchida and K. Kanno -
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年度電子情報通信学会ソサエティ大会:N-2-4 202009
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 -
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年度電子情報通信学会ソサエティ大会:N-2-5 202009
菅野 円隆, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-1 202009
巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-2 202009
高林 瑞穂, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-3 202009
岩見 龍吾, 巳鼻 孝朋, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-4 202009
舟橋 遼, 菅野 円隆, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-5 202009
大熊 智彦, 川口 佑, 菅野 円隆, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:10a-Z21-6 202009
水戸 遼平, 菅野 円隆, 成瀬 誠, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:9p-Z28-3 202009
齊藤 健斗, 菅野 円隆, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:9p-Z28-4 202009
砂田 哲, 菅野 円隆, 内田 淳史 -
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
第81回応用物理学会秋季学術講演会:9p-Z28-6 202009
長谷川 寛, 菅野 円隆, 内田 淳史 -
レーザーカオス時系列を用いたQ学習の提案と実証
第81回応用物理学会秋季学術講演会:9p-Z28-18 202009
漆原 昂, ショヴェ 二コラ, 河内 聡志, 砂田 哲, 菅野 円隆, 内田 淳史, 成瀬 誠 -
Photonic accelerator: reservoir computing and decision making for artificial intelligence
IEEE Photonics Society Summer Topicals Meeting Series 2020 202007
A. Uchida, K. Kanno, S. Sunada, and M. Naruse