Rchr
J-GLOBAL ID：201801002033985895   Update date: Jun. 04, 2024

Shirasaka Sho

シラサカ ショウ | Shirasaka Sho
Affiliation and department：
Osaka University Graduate School of Information Science and Technology, Department of Information and Physical Sciences

About Osaka University Graduate School of Information Science and Technology, Department of Information and Physical Sciences


Job title： Associate Professor
Other affiliations (1)：
  • The University of Tokyo  International Research Center for Neurointelligence   Affiliated Faculty
Homepage URL  (2)： https://sites.google.com/site/shoshirasakajp/ ,  https://sites.google.com/site/shoshirasakaen/
Research field  (1)： Soft computing
Research keywords  (5)： operator-theoretic approach to dynamical systems ,  reservoir computing ,  Synchronization ,  Dimensionality reduction ,  Nonlinear dynamics
Research theme for competitive and other funds  (8)：
  • 2023 - 2026 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
  • 2020 - 2025 Fundamentals and developments of brainmorphic computing hardware
  • 2020 - 2025 複雑臓器制御系の数理的包括理解と超早期精密医療への挑戦
  • 2019 - 2024 作用素論的データ解析に基づく複雑ダイナミクス計算基盤の創出
  • 2018 - 2023 光ニューラルネットワークの時空間ダイナミクスに基づく計算基盤技術
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Papers (39)：
  • Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka. Attractor reconstruction using diffeomorphic statistics. Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24). 2024. 319-320
  • Haruto Yokoyama, Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka. Estimation of 3D Data from 2D Cross-Sectional Data Using Physics Informed Neural Networks. Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24). 2024. 482-483
  • Satoshi Oishi, Kenji Komiya, Hideyuki Suzuki, Sho Shirasaka. Data-driven flood forecasting based on delay-coordinates. 2024. 123. 354. 8-11
  • Sho Shirasaka. Investigation on Oscillator-Based Ising Machines. Photonic Neural Networks with Spatiotemporal Dynamics: Paradigms of Computing and Implementation. 2023. 175-199
  • Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka. Hyperparameter tuning of reservoir computers for attractor reconstruction. Proceedings of the 2023 International Symposium on Nonlinear Theory and its Applications. 2023. 258
ｍore...
MISC (49)：
  • 白坂将, 鈴木秀幸. Prediction of rate-induced tipping phenomena using reservoir computing. 日本物理学会講演概要集(CD-ROM). 2023. 78. 2
  • Sho Shirasaka. Exploring Computing Technologies Based on Physical Phenomena. Manufacturing and Technology. 2023. 75. 3. 59-61
  • Behavior of the Sznajd model with time delay. 2022. 121. 444. 67-70
  • Multi-Agent Deep Deterministic Policy Gradient with Reservoir Computing. 2022. 121. 444. 19-22
  • Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki. Prediction of Chaos by Data-Driven Hybrid Reservoir Computing. Proceedings of the 2021 NonLinear Science Workshop. 2021. 35
ｍore...
Lectures and oral presentations  (39)：
  • Hyperparameter Tuning of Reservoir Computers for Attractor Reconstruction
    (Dynamics Days 2023 Kagurazaka 2023)
  • Multilayer Graph Echo State Networkの開発と応用
    (Dynamics Days 2023 Kagurazaka 2023)
  • A Machine Learning Method for Integrating Chaotic Time Series Prediction and Adaptive Observation Planning
    (Dynamics Days 2023 Kagurazaka 2023)
  • Machine Learning Prediction of Partial R-Tipping Phenomena
    (Dynamics Days 2023 Kagurazaka 2023)
  • (一般化)同期現象と情報処理
    (Dynamics Days 2023 Ookayama 2023)
ｍore...
Education (2)：
  • 2012 - 2017 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Mechanical and Environmental Informatics
  • 2008 - 2012 Tokyo Institute of Technology Faculty of Engineering Department of Mechano-Aerospace Engineering
Professional career (1)：
  • Doctor of Engineering (Tokyo Institute of Technology)
Work history (4)：
  • 2021/12 - 現在 Osaka University Department of Information and Physical Sciences Graduate School of Information Science and Technology Associate Professor
  • 2021/05 - 現在 The University of Tokyo International Research Center for Neurointelligence Affiliated Faculty
  • 2018/04 - 2021/11 Osaka University Department of Information and Physical Sciences Graduate School of Information Science and Technology Assistant Professor
  • 2017/04 - 2018/03 University of Tokyo Research Center for Advanced Science and Technology Project Researcher
Association Membership(s) (2)：
THE JAPAN SOCIETY OF MECHANICAL ENGINEERS ,  THE PHYSICAL SOCIETY OF JAPAN
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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