顔写真

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Hideyuki Suzuki
鈴木 秀幸
Hideyuki Suzuki
鈴木 秀幸
Graduate School of Information Science and Technology Department of Information and Physical Sciences, Professor

keyword traffic flow,Modeling,Mathematical Engineering,Complex systems,Hybrid systems,Neural networks,Brain,Nonlinear dynamical systems,Partial discharge,Chaos,Fractals,Mathematical modeling

Research History 5

  1. 2016/04 - Present
    Osaka University Graduate School of Information Science and Technology, Department of Information and Physical Sciences

  2. 2013/10 - 2016/03
    The University of Tokyo Graduate School of Information Science and Technology, Department of Mathematical Informatics

  3. 2005/08 - 2013/09
    The University of Tokyo Institute of Industrial Science Associate Professor

  4. 2009/10 - 2013/03
    科学技術振興機構 さきがけ研究員

  5. 2001/04 - 2005/07
    The University of Tokyo Graduate School of Information Science and Technology, Department of Mathematical Informatics Research Associate

Education 4

  1. The University of Tokyo Graduate School of Engineering Department of Mathematical Engineering and Information Physics (Ph.D. course)

    1998/04 - 2001/03

  2. The University of Tokyo Graduate School of Engineering Department of Mathematical Engineering and Information Physics (Master course)

    1996/04 - 1998/03

  3. The University of Tokyo School of Science Department of Mathematics

    1994/04 - 1996/03

  4. The University of Tokyo College of Arts and Sciences

    1992/04 - 1994/03

Committee Memberships 5

  1. 科学技術振興機構 さきがけ 領域アドバイザー(未来数理科学領域)

    2024/04 - Present

  2. セコム科学技術振興財団 特定領域研究助成 選考員 Other

    2021/09 - 2025/07

  3. 日本学術振興会 特別研究員等審査会審査委員

    2023/07 - 2025/06

  4. 島津科学技術振興財団 研究開発助成 臨時選考委員

    2023 - 2024

  5. 科学技術振興機構 創発的研究支援事業 評価者(外部専門家)

    2023 - 2024

Professional Memberships 2

  1. Institute of Electronics, Information and Communication Engineers

  2. The Japan Society for Industrial and Applied Mathematics

Research Areas 2

  1. Informatics / Soft computing /

  2. Informatics / Mathematical informatics /

Awards 2

  1. 大阪大学賞(教育貢献部門)

    鈴木 秀幸, 紀ノ岡 正博, 中山 健一, 森川 良忠, 井上 康志, 石川 将人, 五十嵐 浩司, 竹田 敏, 酒井 政宏 大阪大学 2022/10

  2. 2018年度日本応用数理学会論文賞

    奥戸道子, 鈴木秀幸 日本応用数理学会 2018/09

Papers 144

  1. Numerical Analysis of the Evolution of Hydrodynamic Instabilities and Vortex Generation Associated With Collisionless Shocks in Laser‐Produced Plasmas

    A. Mizuta, C.‐S. Jao, S. Kurochi, F. Nikaido, K. Sakai, N. Ohnishi, Y.‐C. Chen, Y.‐L. Liu, N. Watamura, T. Minami, H. Suzuki, T. Hoshi, Y. Terachi, A. Nakano, Y. Kuramitsu

    Contributions to Plasma Physics 2025/04/27 Research paper (scientific journal)

    Publisher: Wiley
  2. Spatial photonic Ising machine using a digital micromirror device

    Yusuke Ogura, Takumi Sakabe, Suguru Shimomura, Hiroshi Yamashita, Hideyuki Suzuki, Jun Tanida

    OIE’25 Proceedings, The Fifteenth Japan-Finland Joint Symposium on Optics in Engineering p. 42-43 2025/01 Research paper (international conference proceedings)

  3. Early Warning Signals in Networked Systems Subjected to Colored Noise

    Gaku Yoneda, Hiroshi Yamashita, Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications p. 410-410 2024/12 Research paper (international conference proceedings)

  4. Combining Continuous External Input and Stochastic Resetting for Optimal Control

    Tomoki Hosaka, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications p. 408-409 2024/12 Research paper (international conference proceedings)

  5. Structure of Neural Network and the Accuracy of Physics Informed Neural Network

    Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications p. 331-332 2024/12 Research paper (international conference proceedings)

  6. Deviation of Sample Distribution in the Herding Algorithm from the Boltzmann Distribution

    Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications p. 324-326 2024/12 Research paper (international conference proceedings)

  7. Optimizing Reservoir Computers for Attractor Reconstruction by Statistics of Functional Regularities

    Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications p. 314-315 2024/12 Research paper (international conference proceedings)

  8. Optimization of laser-driven quantum beam generation and the applications with artificial intelligence

    Y. Kuramitsu, T. Taguchi, F. Nikaido, T. Minami, T. Hihara, S. Suzuki, K. Oda, K. Kuramoto, T. Yasui, Y. Abe, K. Ibano, H. Takabe, C. M. Chu, K. T. Wu, W. Y. Woon, S. H. Chen, C. S. Jao, Y. C. Chen, Y. L. Liu, A. Morace, A. Yogo, Y. Arikawa, H. Kohri, A. Tokiyasu, S. Kodaira, T. Kusumoto, M. Kanasaki, T. Asai, Y. Fukuda, K. Kondo, H. Kiriyama, T. Hayakawa, S. J. Tanaka, S. Isayama, N. Watamura, H. Suzuki, H. S. Kumar, N. Ohnishi, T. Pikuz, E. Filippov, K. Sakai, R. Yasuhara, M. Nakata, R. Ishikawa, T. Hoshi, A. Mizuta, N. Bolouki, N. Saura, S. Benkadda, M. Koenig, S. Hamaguchi

    Physics of Plasmas Vol. 31 No. 5 2024/05/28 Research paper (scientific journal)

    Publisher: AIP Publishing
  9. Estimation of 3D Data from 2D Cross-Sectional Data Using Physics Informed Neural Networks

    Haruto Yokoyama, Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24) p. 482-483 2024/02 Research paper (international conference proceedings)

  10. An Efficient Hyper-Rectangle Generation Algorithm for CONBQA

    Tetsutaro Kataoka, Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24) p. 196-197 2024/02 Research paper (international conference proceedings)

  11. Attractor reconstruction using diffeomorphic statistics

    Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka

    2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24) p. 319-320 2024/02 Research paper (international conference proceedings)

  12. On the Resolution of Physics Informed Neural Network

    Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24) p. 258-259 2024/02 Research paper (international conference proceedings)

  13. 遅延座標系を用いたデータ駆動水害予測

    大石悟, 小宮賢士, 鈴木秀幸, 白坂将

    信学技報 Vol. 123 No. 354 p. 8-11 2024/01 Research paper (conference, symposium, etc.)

  14. Spatial-photonic Ising machine by space-division multiplexing with physically tunable coefficients of a multi-component model

    Takumi Sakabe, Suguru Shimomura, Yusuke Ogura, Ken-ichi Okubo, Hiroshi Yamashita, Hideyuki Suzuki, Jun Tanida

    Optics Express Vol. 31 No. 26 p. 44127-44138 2023/12/13 Research paper (scientific journal)

    Publisher: Optica Publishing Group
  15. Nonlinear Dynamics and Computing in Recurrent Neural Networks

    Hideyuki Suzuki

    Photonic Neural Networks with Spatiotemporal Dynamics p. 25-48 2023/10/17 Part of collection (book)

    Publisher: Springer Nature Singapore
  16. Optimization of the Coupling Weight Schedule in Momentum Annealing

    Tetsutaro Kataoka, Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications p. 426-426 2023/09 Research paper (international conference proceedings)

  17. A Formulation of Clustering Problems as Ising Problems with Convolutional Interaction Structure

    Hiroshi Yamashita, Hideyuki Suzuki

    Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications p. 315-316 2023/09 Research paper (international conference proceedings)

  18. Hyperparameter Tuning of Reservoir Computers for Attractor Reconstruction

    Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka

    Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications p. 258-258 2023/09 Research paper (international conference proceedings)

  19. Low-Rank Combinatorial Optimization and Statistical Learning by Spatial Photonic Ising Machine

    Hiroshi Yamashita, Ken-ichi Okubo, Suguru Shimomura, Yusuke Ogura, Jun Tanida, Hideyuki Suzuki

    Physical Review Letters Vol. 131 No. 6 2023/08/07 Research paper (scientific journal)

    Publisher: American Physical Society (APS)
  20. Function Enhancement of Spatial Photonic Ising Machine by Parallel Processing Using Space-Division Multiplexing

    Suguru Shimomura, Ken-ichi Okubo, Hiroshi Yamashita, Yusuke Ogura, Hideyuki Suzuki, Jun Tanida

    2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) 2023/06/26 Research paper (international conference proceedings)

    Publisher: IEEE
  21. Entropic herding

    Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

    Statistics and Computing Vol. 33 No. 1 2023/01/04 Research paper (scientific journal)

    Publisher: Springer Science and Business Media LLC
  22. Herding with Self-Organizing Multiple Starting Point Optimization

    Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

    Proceedings of the 2022 International Symposium on Nonlinear Theory and Its Applications p. 33-34 2022/12 Research paper (international conference proceedings)

  23. Numerical demonstration of spatial photonic Ising machine by using time-division multiplexing

    Suguru Shimomura, Ken-ichi Okubo, Hiroshi Yamashita, Yusuke Ogura, Hideyuki Suzuki, Jun Tanida

    Proceedings of the 2022 Conference on Lasers and Electro-Optics Pacific Rim 2022 Research paper (international conference proceedings)

    Publisher: Optica Publishing Group
  24. Accelerating numerical simulation of continuous-time Boolean satisfiability solver using discrete gradient

    Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

    Communications in Nonlinear Science and Numerical Simulation Vol. 102 p. 105908-105908 2021/11 Research paper (scientific journal)

    Publisher: Elsevier BV
  25. Special section on nonlinear dynamical aspects of edge computing and neuromorphic hardware

    Hideyuki Suzuki, Shigeo Sato

    Nonlinear Theory and Its Applications, IEICE Vol. 12 No. 4 p. 625-625 2021/10 Research paper (scientific journal)

    Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
  26. Optimizing input mask for maximum memory performance of time-delay reservoir subjected to state noise

    Zichen Kang, Sho Shirasaka, Hideyuki Suzuki

    Nonlinear Theory and Its Applications, IEICE Vol. 12 No. 4 p. 662-673 2021/10 Research paper (scientific journal)

    Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
  27. Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations

    Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

    Nonlinear Theory and Its Applications, IEICE Vol. 12 No. 4 p. 626-638 2021/10 Research paper (scientific journal)

    Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
  28. Spatiotemporal model for FRET networks with multiple donors and acceptors: multicomponent exponential decay derived from the master equation

    Masaki Nakagawa, Yuki Miyata, Naoya Tate, Takahiro Nishimura, Suguru Shimomura, Sho Shirasaka, Jun Tanida, Hideyuki Suzuki

    Journal of the Optical Society of America B Vol. 38 No. 2 p. 294-294 2021/02/01 Research paper (scientific journal)

    Publisher: The Optical Society
  29. Memory Capacity of Reservoir Computers Based on Coupled Time-Delay Systems

    Zichen Kang, Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications 2020/11 Research paper (international conference proceedings)

  30. Oscillator-Based Ising Machine Using Spintronic Circuits

    Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications 2020/11 Research paper (international conference proceedings)

  31. Representation and Destabilization of Local Minima in Continuous-Time Boolean Satisfiability Solver

    Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications p. 258-261 2020/11 Research paper (international conference proceedings)

  32. Modeling and Analysis of FRET Networks: Toward Development of Novel Information Processing Devices

    Masaki Nakagawa, Yuki Miyata, Naoya Tate, Takahiro Nishimura, Suguru Shimomura, Sho Shirasaka, Jun Tanida, Hideyuki Suzuki

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications p. 217-220 2020/11 Research paper (international conference proceedings)

  33. Short-Term Prediction of Chaos by Hybrid Force Learning

    Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications 2020/11 Research paper (international conference proceedings)

  34. Dynamic Mode Decomposition Using Neural Ordinary Differential Equations

    Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications 2020/11 Research paper (international conference proceedings)

  35. 光ニューラルネットワークの時空間ダイナミクスと計算技術

    鈴木秀幸

    2020/03

  36. Dynamic Mode Decomposition Using Neural Ordinary Differential Equations

    Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020 p. 155-158 2020/02 Research paper (international conference proceedings)

  37. Deep Reinforcement Learning Control of an Underactuated Large Population of Coupled Oscillators

    Maaki Nakasaka, Sho Shirasaka, Hideyuki Suzuki

    Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020 p. 283-286 2020/02 Research paper (international conference proceedings)

  38. Prediction of Chaotic Time Series by Hybrid FORCE Learning

    Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki

    Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020 p. 335-338 2020/02 Research paper (international conference proceedings)

  39. Timescales of Boolean satisfiability solver using continuous-time dynamical system

    Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

    Communications in Nonlinear Science and Numerical Simulation Vol. 84 No. 105183 p. 105183-105183 2020/01 Research paper (scientific journal)

    Publisher: Elsevier BV
  40. Bounded Continous-Time Satisfiability Solver

    Hiroshi Yamashita, Hideyuki Suzuki, Zoltan Toroczkai, Kazuyuki Aihara

    Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications 2019/12 Research paper (international conference proceedings)

  41. Convergence analysis of herded-Gibbs-type sampling algorithms: effects of weight sharing

    Hiroshi Yamashita, Hideyuki Suzuki

    Statistics and Computing Vol. 29 No. 5 p. 1035-1053 2019/09 Research paper (scientific journal)

  42. Optimizing interaction dynamics of the analog chaotic solver for boolean satisfiability problem

    Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

    2019/06

  43. Underactuated control of coupled oscillator systems using deep reinforcement learning

    Vol. 118 No. 413 p. 97-100 2019/01/23

    Publisher:
  44. Algorithmic aspects of a continuous-time dynamical system for solving SAT problems

    Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

    Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications p. 495-498 2018/09 Research paper (international conference proceedings)

  45. Hypergraph p-Laplacian: a differential geometry view

    Shota Saito, Danilo P. Mandic, Hideyuki Suzuki

    Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-18) 2018/02 Research paper (international conference proceedings)

  46. Task-dependent recurrent dynamics in visual cortex

    Satohiro Tajima, Kowa Koida, Chihiro I. Tajima, Hideyuki Suzuki, Kazuyuki Aihara, Hidehiko Komatsu

    eLife Vol. 6 2017/07 Research paper (scientific journal)

  47. A CMOS chaotic Boltzmann machine circuit and three-neuron network operation

    Masatoshi Yamaguchi, Hakaru Tamukoh, Hideyuki Suzuki, Takashi Morie

    p. 1218-1224 2017/05 Research paper (international conference proceedings)

  48. Hamiltonian Monte Carlo with explicit, reversible, and volume-preserving adaptive step size control

    Michiko Okudo, Hideyuki Suzuki

    JSIAM Letters Vol. 9 p. 33-36 2017/04 Research paper (scientific journal)

  49. Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness

    Motoki Nagata, Yoshito Hirata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

    Journal of Mathematical Physics Vol. 58 No. 3 2017/03/01 Research paper (scientific journal)

    Publisher: American Institute of Physics Inc.
  50. Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness

    Nagata Motoki, Hirata Yoshito, Fujiwara Naoya, Tanaka Gouhei, Suzuki Hideyuki, Aihara Kazuyuki

    Chaos Vol. 27 No. 3 p. 033104-033104 2017/03 Research paper (scientific journal)

  51. A CMOS unit circuit using subthreshold operation of MOSFETs for chaotic Boltzmann machines

    Masatoshi Yamaguchi, Takashi Kato, Quan Wang, Hideyuki Suzuki, Hakaru Tamukoh, Takashi Morie

    Lecture Notes in Computer Science Vol. 9947 2016/10

    Publisher: Springer
  52. Hardware-oriented algorithm for chaotic Boltzmann machines

    Ichiro Kawashima, Seiji Uenohara, Takashi Kato, Masatoshi Yamaguchi, Hideyuki Suzuki, Takashi Morie, Hakaru Tamukoh

    2016/09 Research paper (international conference proceedings)

  53. Enhancing synchronization stability in a multi-area power grid

    Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

    SCIENTIFIC REPORTS Vol. 6 2016/05 Research paper (scientific journal)

  54. Population code dynamics in categorical perception

    Chihiro I. Tajima, Satohiro Tajima, Kowa Koida, Hidehiko Komatsu, Kazuyuki Aihara, Hideyuki Suzuki

    Scientific Reports Vol. 6 2016/03 Research paper (scientific journal)

  55. Efficient Deterministic Sampling: Herded Gibbs for Continuous Distributions

    Hiroshi Yamashita, Hideyuki Suzuki

    Vol. 2016 No. 0 p. 4H45-4H45 2016

    Publisher:
  56. An Influenza Prediction Model Based on Geographic Information

    MURAI Kazuma, AIHARA Kazuyuki, SUZUKI Hideyuki

    SEISAN KENKYU Vol. 68 No. 3 p. 257-260 2016

    Publisher: Institute of Industrial Science The University of Tokyo
  57. Analysis of Mathematical Models for Electricity Demand Concentration due to Price Fluctuations

    ISHIYAMA Kazuki, AIHARA Kazuyuki, SUZUKI Hideyuki

    SEISAN KENKYU Vol. 68 No. 3 p. 251-255 2016

    Publisher: Institute of Industrial Science The University of Tokyo
  58. Barycentric coordinates revisited: relaxation with linear programming and its evaluations

    Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

    Proceedings of the 2015 International Symposium on Nonlinear Theory and its Applications p. 10-13 2015/12 Research paper (international conference proceedings)

  59. Time series prediction of renewable energy: what we can and what we should do next

    Yoshito Hirata, Kazuyuki Aihara, Hideyuki Suzuki

    Renewable Energy in the Service of Mankind Vol. II, Springer 2015/12 Research paper (scientific journal)

  60. Detecting early warning signals for blackouts in power grids from the viewpoint of nonlinear dynamics

    Motoki Nagata, Yoshito Hirata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

    International Symposium on Nonlinear Theory and its Applications (NOLTA2015) p. 22-25 2015/12 Research paper (international conference proceedings)

  61. A Lyapunov-type theorem for dissipative numerical integrators with adaptive time-stepping

    Shun Sato, Takayasu Matsuo, Hideyuki Suzuki, Daisuke Furihata

    SIAM Journal on Numerical Analysis Vol. 53 No. 6 p. 2505-2518 2015/11 Research paper (scientific journal)

  62. Chaotic billiard dynamics for herding

    Hideyuki Suzuki

    Nonlinear Theory and Its Applications, IEICE Vol. 6 No. 4 p. 466-474 2015/10 Research paper (scientific journal)

  63. Parsimonious description for predicting high-dimensional dynamics

    Hirata Y, Takeuchi T, Horai S, Suzuki H, Aihara K

    Scientific Reports Vol. 5 2015/10 Research paper (scientific journal)

  64. Tracking Time Evolution of Collective Attention Clusters in Twitter: Time Evolving Nonnegative Matrix Factorisation

    Shota Saito, Yoshito Hirata, Kazutoshi Sasahara, Hideyuki Suzuki

    PLOS ONE Vol. 10 No. 9 2015/09 Research paper (scientific journal)

  65. A-2-15 A CMOS Circuit Implementation of Chaotic Boltzmann Machines

    Kato Takashi, Uenohara Seiji, Suzuki Hideyuki, Tamukoh Hakaru, Morie Takashi

    Proceedings of the IEICE Engineering Sciences Society/NOLTA Society Conference Vol. 2015 p. 40-40 2015/08/25

    Publisher: The Institute of Electronics, Information and Communication Engineers
  66. 再生可能エネルギー出力予測: 予測が大きく外れる時

    平田祥人, 合原一幸, 鈴木秀幸

    2015/03

  67. Comparison between mathematical models of intermittent androgen suppression for prostate cancer.

    Hatano T, Hirata Y, Suzuki H, Aihara K

    Journal of theoretical biology Vol. 366 p. 33-45 2015/02 Research paper (scientific journal)

  68. C351 エネルギー・マネジメントにおける気象学の役割(気象予測・観測技術の再生可能エネルギー分野への応用,スペシャル・セッション)

    中島 孝, 渡邊 武志, 竹中 栄晶, 中島 映至, 入江 仁士, 鈴木 健太郎, 下田 吉之, 岩船 由美子, 日高 一義, 鈴木 秀幸

    大会講演予講集 Vol. 108 p. 522-522 2015

    Publisher: 日本気象学会
  69. Public opinion formation with the spiral of silence on complex social networks

    Daiki Takeuchi, Gouhei Tanaka, Ryo Fujie, Hideyuki Suzuki

    Nonlinear Theory and Its Applications, IEICE Vol. 6 No. 1 p. 15-25 2015/01 Research paper (scientific journal)

  70. Method for analyzing time-varying statistics on point process data with multiple trials

    Kantaro Fujiwara, Hideyuki Suzuki, Tohru Ikeguchi, Kazuyuki Aihara

    Nonlinear Theory and Its Applications, IEICE Vol. 6 No. 1 p. 38-46 2015/01 Research paper (scientific journal)

  71. Mathematical Theory for Modelling Complex Systems and Its Transdisciplinary Applications in Science and Technology

    AIHARA Kazuyuki, IMURA Jun-ichi, HORIO Yoshihiko, SUZUKI Hideyuki, HORAI Shunsuke

    IEICE ESS Fundamentals Review Vol. 8 No. 4 p. 218-228 2015

    Publisher: The Institute of Electronics, Information and Communication Engineers
  72. Preface for the Special Issue of the Research Group on Industrial Mathematics

    SUZUKI Hideyuki, AIHARA Kazuyuki

    SEISAN KENKYU Vol. 67 No. 3 p. 273-273 2015

    Publisher: Institute of Industrial Science The University of Tokyo
  73. Approximating high-dimensional dynamics by barycentric coordinates with linear programming.

    Hirata Y, Shiro M, Takahashi N, Aihara K, Suzuki H, Mas P

    Chaos (Woodbury, N.Y.) Vol. 25 No. 1 2015/01 Research paper (scientific journal)

  74. Dynamics of load balancing with constraints

    Hideyuki Suzuki

    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS Vol. 223 No. 12 p. 2631-2635 2014/10 Research paper (scientific journal)

  75. Node-wise robustness against fluctuations of power consumption in power grids

    Motoki Nagata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Eiichi Kohda, Kazuyuki Aihara

    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS Vol. 223 No. 12 p. 2549-2559 2014/10 Research paper (scientific journal)

  76. Predicting multivariate time series in real time with confidence intervals: Applications to renewable energy

    Yoshito Hirata, Kazuyuki Aihara, Hideyuki Suzuki

    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS Vol. 223 No. 12 p. 2451-2460 2014/10 Research paper (scientific journal)

  77. Epidemic spread on interconnected metapopulation networks

    Bing Wang, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

    Physical Review E - Statistical, Nonlinear, and Soft Matter Physics Vol. 90 No. 3 2014/09 Research paper (scientific journal)

    Publisher: American Physical Society
  78. Epidemic spread on interconnected metapopulation networks

    Bing Wang, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

    PHYSICAL REVIEW E Vol. 90 No. 3 2014/09 Research paper (scientific journal)

  79. Online multi-step prediction for wind speeds and solar irradiation: Evaluation of prediction errors

    Yoshito Hirata, Taiji Yamada, Jun Takahashi, Kazuyuki Aihara, Hideyuki Suzuki

    RENEWABLE ENERGY Vol. 67 p. 35-39 2014/07 Research paper (scientific journal)

  80. Early Detection of Disasters with Contextual Information on Twitter

    SAITO Shota, IKAWA Yohei, SUZUKI Hideyuki, MURAKAMI Akiko

    IEICE technical report. Natural language understanding and models of communication Vol. 114 No. 81 p. 7-12 2014/06/14

    Publisher: The Institute of Electronics, Information and Communication Engineers
  81. Chaotic Boltzmann Machines with Two Elements

    SUZUKI Hideyuki

    SEISAN KENKYU Vol. 66 No. 3 p. 315-316 2014

    Publisher: Institute of Industrial Science The University of Tokyo
  82. Analysis of Electricity Market Auctions with Renewable Energy

    TAKAHASHI Yuto, SUZUKI Hideyuki, AIHARA Kazuyuki

    SEISAN KENKYU Vol. 66 No. 3 p. 309-313 2014

    Publisher: Institute of Industrial Science The University of Tokyo
  83. A Traffic Cellular Automaton with Estimation of Time to Collision

    Taniguchi Yohei, Suzuki Hideyuk

    Journal of Cellular Automata Vol. 8 No. 5-6 p. 407-416 2013/12 Research paper (scientific journal)

  84. Time series prediction for renewable energy outputs and the requirements for applying its information to control and optimization

    Yoshito Hirata, Masakazu Kato, Kazuyuki Aihara, Hideyuki Suzuki

    2013/11

  85. Monte Carlo simulation of classical spin models with chaotic billiards

    Hideyuki Suzuki

    PHYSICAL REVIEW E Vol. 88 No. 5 2013/11 Research paper (scientific journal)

  86. Understanding social and global phenomena with nonlinear science : Network dynamics of infectious diseases, electric power systems, and traffic flow

    Suzuki Hideyuki

    Technical report of IEICE. PRMU Vol. 113 No. 230 p. 13-13 2013/09/26

    Publisher: The Institute of Electronics, Information and Communication Engineers
  87. Complex dynamics of photovoltaic outputs

    Yoshito Hirata, Kazuhiko Ogimoto, Kazuyuki Aihara, Hideyuki Suzuki

    Proceedings of the 2013 International Symposium on Nonlinear Theory and its Applications p. 61-64 2013/09 Research paper (international conference proceedings)

  88. Network Dynamics Modeling for Energy Management

    Suzuki Hideyuki

    Simulation Vol. 32 No. 3 p. 193-198 2013/09

    Publisher: Japan Society for Simmulation Technology
  89. Analysis of Supply Stability of the Power Grid in Eastern Japan Using a Phase Model

    Motoki Nagata, Naoya Fujiwara, Isao Nishikawa, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

    International Symposium on Nonlinear Theory and its Applications (NOLTA2013) p. 69-72 2013/09 Research paper (international conference proceedings)

  90. 日照のマルチステップリアルタイム時空間予測

    平田祥人, 合原一幸, 鈴木秀幸

    2013/08

  91. Evaluating Roles of Nodes in Optimal Allocation of Vaccines with Economic Considerations

    Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

    PLOS ONE Vol. 8 No. 8 2013/08 Research paper (scientific journal)

  92. Indirect Reciprocity with Trinary Reputations (vol 317, pg 338, 2013)

    Shoma Tanabe, Hideyuki Suzuki, Naoki Masuda

    JOURNAL OF THEORETICAL BIOLOGY Vol. 328 p. 100-101 2013/07

  93. Change-point detection with recurrence networks

    Koji Iwayama, Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

    Nonlinear Theory and Its Applications, IEICE Vol. 4 No. 2 p. 160-171 2013/04 Research paper (scientific journal)

    Publisher: The Institute of Electronics, Information and Communication Engineers
  94. Chaotic Boltzmann machines

    Hideyuki Suzuki, Jun-Ichi Imura, Yoshihiko Horio, Kazuyuki Aihara

    Scientific Reports Vol. 3 2013/04 Research paper (scientific journal)

    Publisher: Nature Publishing Group
  95. 太陽光発電量の空間分布の非負分解

    平田祥人, 荻本和彦, 合原一幸, 鈴木秀幸

    2013/03

  96. Temporal Dynamics of Functional Networks from Multivariate Electrophysiological Time Series

    Iwayama Koji, Hirata Yoshito, Kondo Aki, Tsubomi Hiroyuki, Takahashi Kohske, Yoshimura Yuko, Ueno Sanae, Kikuchi Mitsuru, Minabe Yoshio, Watanabe Katsumi, Suzuki Hideyuki, Aihara Kazuyuki

    BME Vol. 51 p. M-131-M-131 2013

    Publisher: Japanese Society for Medical and Biological Engineering
  97. Chaotic dynamics of billiard spin systems

    SUZUKI Hideyuki

    SEISAN KENKYU Vol. 65 No. 3 p. 309-313 2013

    Publisher: Institute of Industrial Science The University of Tokyo
  98. Economic consideration of optimal vaccination distribution for epidemic Spreads in complex networks

    Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

    Journal of Physics: Conference Series Vol. 410 No. 1 2013 Research paper (international conference proceedings)

    Publisher: Institute of Physics Publishing
  99. Analysis of Frequency Synchronization of the Power Grid in East Japan Using the Phase Model

    NAGATA Motoki, FUJIWARA Naoya, NISHIKAWA Isao, TANAKA Gouhei, SUZUKI Hideyuki, AIHARA Kazuyuki

    SEISAN KENKYU Vol. 65 No. 3 p. 295-299 2013

    Publisher: Institute of Industrial Science The University of Tokyo
  100. Chaotic Ising-like dynamics in traffic signals

    Hideyuki Suzuki, Jun-ichi Imura, Kazuyuki Aihara

    SCIENTIFIC REPORTS Vol. 3 2013/01 Research paper (scientific journal)

  101. Indirect reciprocity with trinary reputations

    Shoma Tanabe, Hideyuki Suzuki, Naoki Masuda

    JOURNAL OF THEORETICAL BIOLOGY Vol. 317 p. 338-347 2013/01 Research paper (scientific journal)

  102. Pseudo billiard dynamics for Boltzmann machines

    Hideyuki Suzuki, Jun-ichi Imura, Yoshihiko Horio, Kazuyuki Aihara

    Mathematical Engineering Technical Reports, The University of Tokyo Vol. METR 2012-26 p. 1-13 2012/11 Research paper (bulletin of university, research institution)

  103. Safety-Information-Driven Human Mobility Patterns with Metapopulation Epidemic Dynamics

    Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

    SCIENTIFIC REPORTS Vol. 2 2012/11 Research paper (scientific journal)

  104. Real-time multi-step predictors from data streams

    Yoshito Hirata, Taiji Yamada, Jun Takahashi, Hideyuki Suzuki

    PHYSICS LETTERS A Vol. 376 No. 45 p. 3092-3097 2012/10 Research paper (scientific journal)

  105. Online prediction for wind speeds for time scales from seconds to minutes : Evaluation for prediction errors

    HIRATA Yoshito, YAMADA Taiji, TAKAHASHI Jun, SUZUKI Hideyuki

    Vol. 2012 No. 139 p. 73-76 2012/08/06

  106. Impacts of clustering on interacting epidemics

    Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

    JOURNAL OF THEORETICAL BIOLOGY Vol. 304 p. 121-130 2012/07 Research paper (scientific journal)

  107. Online medium-term time series prediction : Evaluation of prediction accuracy

    HIRATA Yoshito, YAMADA Taiji, TAKAHASHI Jun, SUZUKI Hideyuki

    IEICE technical report. Nonlinear problems Vol. 112 No. 117 p. 75-77 2012/06/28

    Publisher: The Institute of Electronics, Information and Communication Engineers
  108. Analysis of an Agent-based Electricity Market Model with Renewable Energy Power Plants by Wind and Solar Power

    IWAGAMI Akio, SUZUKI Hideyuki, AIHARA Kazuyuki

    IEEJ Transactions on Power and Energy Vol. 132 No. 5 p. 468-477 2012/05/01

    Publisher: The Institute of Electrical Engineers of Japan
  109. Characterizing global evolutions of complex systems via intermediate network representations

    Koji Iwayama, Yoshito Hirata, Kohske Takahashi, Katsumi Watanabe, Kazuyuki Aihara, Hideyuki Suzuki

    SCIENTIFIC REPORTS Vol. 2 2012/05 Research paper (scientific journal)

  110. Predicting Information Diffusion in Twitter through Retweeting Behaviors

    Vol. 2012 No. 0 p. 4C1R69-4C1R69 2012

    Publisher:
  111. Dynamics of associative memory network with self-oscillatory and non-self-oscillatory oscillators

    Yusuke Okada, Yuichi Katori, Kazuyuki Aihara, Hideyuki Suzuki

    PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 17TH '12) p. 573-576 2012 Research paper (international conference proceedings)

  112. Characterizing Global Dynamics on Time-evolving Networks of Networks

    Koji Iwayama, Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

    Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications 2012 Research paper (scientific journal)

  113. Nonlinear systems identification by combining regression with bootstrap resampling

    Hiroaki Kuramae, Yoshito Hirata, Nicholas Bruchovsky, Kazuyuki Aihara, Hideyuki Suzuki

    CHAOS Vol. 21 No. 4 2011/12 Research paper (scientific journal)

  114. Partial-discharge phenomena and piecewise isometries

    Suzuki Hideyuki

    RIMS Kokyuroku Vol. 1742 No. 1742 p. 23-32 2011/05

    Publisher: Kyoto University
  115. A Neural Network Model for Categorical Effects in Color Memory

    Chihiro Imai, Satohiro Tajima, Kazuyuki Aihara, Hideyuki Suzuki

    PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11) p. 350-353 2011 Research paper (international conference proceedings)

  116. Formation of orientation maps by spiral waves in primary visual cortex

    Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki

    Proceedings of 2011 International Symposium on Nonlinear Theory and its Applications 2011 Research paper (scientific journal)

  117. Epidemic spread in adaptive networks with multitype agents

    Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL Vol. 44 No. 3 2011/01 Research paper (scientific journal)

  118. Theory of hybrid dynamical systems and its applications to biological and medical systems

    Kazuyuki Aihara, Hideyuki Suzuki

    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES Vol. 368 No. 1930 p. 4893-4914 2010/11 Research paper (scientific journal)

  119. Synchronized brain activity changes related to perceptual alternations

    Iwayama K, Takahashi K, Watanabe K, Hirata Y, Aihara K, Suzuki H

    Proceedings of the 15th International Symposium on Artificial Life and Robotics, AROB 15th{'}10 p. 747-750 2010

  120. A mathematical model of the spread of swine flu based on trip data in Tokyo urban area

    Transportation & economy Vol. 70 No. 1 p. 54-62 2010/01

    Publisher:
  121. Self-organization of orientation-selective and ocular-dominance maps through spike-timing-dependent plasticity

    Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki

    Artificial Life and Robotics Vol. 14 No. 3 p. 371-374 2009/12 Research paper (scientific journal)

  122. Change-Point Detection Based on Recurrence Plots

    IWAYAMA Koji, HIRATA Yoshito, AIHARA Kazuyuki, SUZUKI Hideyuki

    IEICE technical report Vol. 109 No. 269 p. 31-34 2009/11/04

    Publisher: The Institute of Electronics, Information and Communication Engineers
  123. Parallel Simulation of a Large-Scale Chaotic Neural Network

    OKU Makito, IWAYAMA Koji, TOKUDA Keita, SUZUKI Hideyuki, AIHARA Kazuyuki

    IEICE technical report Vol. 109 No. 269 p. 55-59 2009/11/04

    Publisher: The Institute of Electronics, Information and Communication Engineers
  124. Reconstruction of driving forces through recurrence plots

    Masaaki Tanio, Yoshito Hirata, Hideyuki Suzuki

    PHYSICS LETTERS A Vol. 373 No. 23-24 p. 2031-2040 2009/05 Research paper (scientific journal)

  125. Interspike Interval Statistics Obtained from Non-homogeneous Gamma Spike Generator.

    Kantaro Fujiwara, Kazuyuki Aihara, Hideyuki Suzuki

    Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part I p. 143-150 2009

    Publisher: Springer
  126. 28aPS-46 Numerical Study on New Universal Quantity of Synchronization in the Kuramoto Model

    Sento Y., Nishikawa I., Aihara K., Suzuki H.

    Meeting Abstracts of the Physical Society of Japan Vol. 64 No. 0 p. 231-231 2009

    Publisher: The Physical Society of Japan
  127. Evaluation of Analysis Methods on Neural Spike Trains using Stochastic Models

    FUJIWARA Kantaro, SUZUKI Hideyuki

    SEISAN KENKYU Vol. 61 No. 2 p. 122-124 2009

    Publisher: Institute of Industrial Science The University of Tokyo
  128. Testing a neural coding hypothesis using surrogate data

    Yoshito Hirata, Yuichi Katori, Hidetoshi Shimokawa, Hideyuki Suzuki, Timothy A. Blenkinsop, Eric J. Lang, Kazuyuki Aihara

    JOURNAL OF NEUROSCIENCE METHODS Vol. 172 No. 2 p. 312-322 2008/07 Research paper (scientific journal)

  129. Wind direction modelling using multiple observation points

    Yoshito Hirata, Danilo P. Mandic, Hideyuki Suzuki, Kazuyuki Aihara

    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES Vol. 366 No. 1865 p. 591-607 2008/02 Research paper (scientific journal)

  130. Wind modelling and its possible application to control of wind farms.

    Hirata Y, Suzuki H, Aihara K

    Signal processing techniques for knowledge extraction and information fusion p. 23-36 2008

  131. Universality in Mathematical Modeling: A Comment on "Surprising Dynamics From a Simple Model"

    Hideyuki Suzuki, Kazuyuki Aihara

    Mathematics Magazine Vol. 81 No. 4 p. 291-294 2008

  132. Testing serial dependence by random-shuffle surrogates and the Wayland method

    Yoshito Hirata, Shunsuke Horai, Hideyuki Suzuki, Kazuyuki Aihara

    PHYSICS LETTERS A Vol. 370 No. 3-4 p. 265-274 2007/10 Research paper (scientific journal)

  133. 応用から生まれつつある新しい数学=数理工学(第11回)ニューロン(神経細胞)の数理モデル(2)ニューロンの離散時間モデル

    合原 一幸, 鈴木 秀幸

    数学セミナー Vol. 46 No. 2 p. 62-67 2007/02

    Publisher: 日本評論社
  134. Bistability of synchronous and desynchronous dynamics in a network with gap junctions

    Katori Y, Hirata Y, Suzuki H, Aihara K

    Proceedings of the 12th International Symposium on Artificial Life and Robotis, AROB 12th{'}07 p. 565-568 2007

  135. Reconstructing state spaces from multivariate data using variable delays

    Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

    PHYSICAL REVIEW E Vol. 74 No. 2 2006/08 Research paper (scientific journal)

  136. Emulation of adobe cid resources by cjk truetype fonts: Practical mappings from adobe cids to truetype glyphids

    Suzuki Toshiya, Taiji Yamada, Masatake Yamato, Hideyuki Suzuki

    Document Numerique Vol. 9 No. 3-4 p. 17-43 2006 Research paper (scientific journal)

    Publisher: Lavoisier
  137. Double rotations

    H Suzuki, S Ito, K Aihara

    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS Vol. 13 No. 2 p. 515-532 2005/07 Research paper (scientific journal)

  138. Complex behaviour of a simple partial-discharge model

    H Suzuki, K Aihara, T Okamoto

    EUROPHYSICS LETTERS Vol. 66 No. 1 p. 28-34 2004/04 Research paper (scientific journal)

  139. Array-enhanced coherence resonance and forced dynamics in coupled FitzHugh-Nagumo neurons with noise

    Y Shinohara, T Kanamaru, H Suzuki, T Horita, K Aihara

    PHYSICAL REVIEW E Vol. 65 No. 5 2002/05 Research paper (scientific journal)

  140. Array-enhanced coherence resonance and forced dynamics in coupled FitzHugh-Nagumo neurons with noise

    Yuji Shinohara, Takashi Kanamaru, Hideyuki Suzuki, Takehiko Horita, Kazuyuki Aihara

    Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics Vol. 65 No. 5 2002 Research paper (scientific journal)

    Publisher: 5 Pt 1
  141. Analysis of neural spike trains with interspike interval reconstruction

    H Suzuki, K Aihara, J Murakami, T Shimozawa

    BIOLOGICAL CYBERNETICS Vol. 82 No. 4 p. 305-311 2000/04 Research paper (scientific journal)

  142. Correlation integral estimated from a spike train

    Hideyuki Suzuki, Kazuyuki Aihara

    ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings Vol. 1 p. 27-31 1999 Research paper (international conference proceedings)

    Publisher: Institute of Electrical and Electronics Engineers Inc.
  143. An application of ISI reconstruction to sensory neurons of crickets

    H Suzuki, K Aihara, J Murakami, T Shimozawa

    ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3 p. 1559-1562 1998 Research paper (international conference proceedings)

  144. Takens' Embedding Theorem

    SUZUKI Hideyuki

    Journal of Japan Society for Fuzzy Theory and Systems Vol. 10 No. 4 p. 662-666 1998

    Publisher: Japan Society for Fuzzy Theory and Intelligent Informatics

Misc. 7

  1. Prediction of rate-induced tipping phenomena using reservoir computing

    白坂将, 鈴木秀幸

    日本物理学会講演概要集(CD-ROM) Vol. 78 No. 2 2023

  2. 時間遅れを有するSznajdモデルの振舞い

    犬塚平太郎, 白坂将, 鈴木秀幸

    電子情報通信学会技術研究報告(Web) Vol. 121 No. 444(NLP2021 126-152) 2022

  3. リザバーコンピューティングを用いたマルチエージェント環境の深層決定論的方策勾配法

    吉村光太郎, 白坂将, 鈴木秀幸

    電子情報通信学会技術研究報告(Web) Vol. 121 No. 444(NLP2021 126-152) 2022

  4. Division of Nonlinear Systems, Modeling and Optimization

    Manufacturing & technology Vol. 70 No. 1 p. 83-85 2018/01 Article, review, commentary, editorial, etc. (scientific journal)

    Publisher: 生産技術振興協会
  5. Preface for the Joint Special Issue on Engineering in Medicine and Biology and Industrial Mathematics

    J. KOBAYASHI Tetsuya, SUZUKI Hideyuki

    SEISAN KENKYU Vol. 66 No. 3 p. 271-271 2014

    Publisher: Institute of Industrial Science The University of Tokyo
  6. Collaborative Research Center for Innovative Mathematical Modelling, Institute of Industrial Science, The University of Tokyo(Laboratories)

    Suzuki Hideyuki, Aihara Kazuyuki

    Bulletin of the Japan Society for Industrial and Applied Mathematics Vol. 20 No. 4 p. 342-344 2010

    Publisher: The Japan Society for Industrial and Applied Mathematics
  7. センター通史

    藤井 輝夫, 鈴木 秀幸, 高宮 真

    生産研究 Vol. 61 No. 3 p. 210-212 2009

    Publisher: 東京大学生産技術研究所

Publications 5

  1. Photonic Neural Networks with Spatiotemporal Dynamics: Paradigms of Computing and Implementation

    Hideyuki Suzuki, Jun Tanida, Masanori Hashimoto

    Springer 2023/10/17 Scholarly book

    ISBN: 9819950716

  2. 次世代電力システム設計論 : 再生可能エネルギーを活かす予測と制御の調和

    井村, 順一, 原, 辰次

    オーム社 2019/11

    ISBN: 9784274507533

  3. 応用数理ハンドブック

    薩摩, 順吉, 大石, 進一, 杉原, 正顕, 日本応用数理学会

    朝倉書店 2013/10

    ISBN: 9784254111415

  4. 理工学系からの脳科学入門

    合原, 一幸, 神崎, 亮平

    東京大学出版会 2008/08

    ISBN: 9784130623049

  5. 数理工学最新ツアーガイド : 応用から生まれつつある新しい数学

    杉原, 正顕, 杉原, 厚吉

    日本評論社 2008/04

    ISBN: 9784535784994

Presentations 27

  1. A unified approach to attractor reconstruction for Reservoir Computers

    Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    2025/03/28

  2. リザバー計算に触発された軽量型Transformer の提案:パラメタ共有を用いた計算の効率化と性能評価

    中村 仁, 加藤 万理子, 黒岩 蒼太郎, 崎野 也真人, 田中 剛平, 山下 洋史, 鈴木 秀幸, 白坂 将

    言語処理学会第31回年次大会(NLP2025) 2025/03/13

  3. Training-free Optimization of Size of Reservoir Computers for Attractor Reconstruction

    Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    The 6th International Symposium on Neuromorphic AI Hardware 2025/03/04

  4. Mathematical Approaches to Hardware Implementation of the Ising Model: Chaotic Boltzmann Machines and Spatial Photonic Ising Machines

    Hideyuki Suzuki

    The 6th International Symposium on Neuromorphic AI Hardware 2025/03/03

  5. Reducing Redundancy in Reservoir Computing to Address Overembedding

    Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    Workshop on Dynamical Systems and Machine Learning 2025/02/18

  6. Kernel herding によるモンテカルロ積分の適用範囲拡大と性能評価

    山下洋史, 鈴木秀幸

    計算技術による学際的統計解析ワークショップ 2025/02/17

  7. フーリエ変換作用を活用した空間フォトニックイジングマシンの実験的検証

    下村優, 山下洋史, 鈴木秀幸, 谷田 純, 小倉裕介

    レーザー学会学術講演会 2025/01

  8. Suppression of Overembedding in Reservoir Computing

    Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

    Dynamics Days Sapporo 2024 2024/12/09

  9. 高精度サンプリングアルゴリズム kernel herding の適用範囲の拡大

    山下洋史, 鈴木秀幸

    第27回情報論的学習理論ワークショップ (IBIS2024) 2024/11/06

  10. Herding とマルコフ連鎖の組み合わせによる非マルコフ的モンテカルロ法のバイアス低減

    山下洋史, 鈴木秀幸

    日本物理学会第79回年次大会, 2024/09/17

  11. Photonic Neural Networks with Spatiotemporal Dynamics

    Hideyuki Suzuki

    Symposium on Computing Revolution for Society 5.0 2024/09/12

  12. Herding を用いたモンテカルロ近似の精度と被積分関数の関係の解析

    山下洋史, 鈴木秀幸

    2024年度統計関連学会連合大会 2024/09/02

  13. 空間フォトニックイジングマシン:高速化の方策と課題

    小倉裕介, 坂部拓実, 下村優, 山下洋史, 鈴木秀幸, 谷田純

    情報フォトニクス研究討論会2024 2024/07/02

  14. 光ニューラルネットワークの時空間ダイナミクスと空間光イジングマシン

    鈴木秀幸

    OPIE '24 応用物理学会フォトニクス分科会主催セミナー 2024/04/26

  15. 空間光イジングマシンの低ランク計算モデルと高効率光学実装

    鈴木秀幸

    GX実現に向けた異分野連携シンポジウム 近畿地区 2024/04/25

  16. アニーリングマシンのモンテカルロ積分への応用のための herding を用いたサンプル後処理手法

    山下洋史, 鈴木秀幸

    日本物理学会 2024年春季大会 2024/03/21

  17. 空間光イジングマシンの低ランク計算モデルと展望

    鈴木秀幸

    2024年電子情報通信学会総合大会シンポジウム「ニューロモルフィック・リザーバーコンピューティングの現状と未来」 2024/03/06

  18. 空間フォトニックイジングマシンにおける DMD を用いた高速化の検討

    坂部拓実, 下村優, 小倉裕介, 山下洋史, 鈴木秀幸, 谷田 純

    応用物理学会春季学術講演会, 2024/03

  19. ネットワーク系の非線形ダイナミクスとコンピューティング

    鈴木秀幸

    京都女子大学 第1回データサイエンス情報領域シンポジウム 2024/02/17

  20. 空間光イジングマシンの原理と最新研究状況

    鈴木秀幸

    第169回微小光学研究会 「光コンピューティングの新たな潮流」 2023/12/15

  21. Multilayer Graph Echo State Networkの開発と応用

    Kotaro Yoshimura, Hideyuki Suzuki, Sho Shirasaka

    Dynamics Days Kagurazaka 2023/12/05

  22. A Machine Learning Method for Integrating Chaotic Time Series Prediction and Adaptive Observation Planning

    Heitaro Inuzuka, Hideyuki Suzuki, Sho Shirasaka

    Dynamics Days Kagurazaka 2023/12/05

  23. Hyperparameter Tuning of Reservoir Computers for Attractor Reconstruction

    Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka

    Dynamics Days Kagurazaka 2023/12/05

  24. レート誘起ティッピング現象のリザバーコンピューティングによる予測

    白坂将, 鈴木秀幸

    ⽇本物理学会第78回年次⼤会 2023/09/18

  25. Prediction of Rate-Induced Tipping Phenomena Using Machine Learning

    Sho Shirasaka, Hideyuki Suzuki

    SIAM Conference on Applications of Dynamical Systems (DS23) 2023/05/15

  26. Prediction of Chaos by Data-Driven Hybrid Reservoir Computing

    Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki

    The 2021 Nonlinear Science Workshop 2021/12/07

  27. Extreme Learning Machine Using Nonlinear Frequency Dependence of Fluorescence Amplitude Modulation

    Shoichi Hanano, Masaki Nakagawa, Sho Shirasaka, Hideyuki Suzuki

    The 2021 Nonlinear Science Workshop 2021/12/06

Media Coverage 7

  1. 大阪大学、空間光イジングマシンの新計算モデルに道筋

    2023/08/21

  2. 阪大、空間光イジングマシンが解ける問題拡大 計算モデル開発

    2023/08/17

  3. 阪大,空間光イジングマシンの新しい計算モデル提案

    2023/08/09

  4. 阪大などが空間光イジングマシンの新計算モデルを提案 実問題への応用へ前進

    2023/08/09

  5. 光を用いて大規模な組合せ最適化問題を解く、新しい計算モデルを提案――任意のイジング問題を処理 大阪大学

    2023/08/09

  6. 阪大、光を用いて大規模な組合せ最適化問題を解く空間光イジングマシンの新しい計算モデルを提案

    2023/08/08

  7. 光による組合せ最適化と統計的学習の新計算モデル ~大規模な実問題を解く空間光イジングマシンの実現に道筋~

    2023/08/08