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J-GLOBAL ID：200901088645501295   Update date: Apr. 15, 2025

SHIMAZAKI HIDEAKI

シマザキ ヒデアキ | SHIMAZAKI HIDEAKI
Affiliation and department：
Kyoto University Graduate School of Informatics

About Kyoto University Graduate School of Informatics


Job title： Associate Professor
Other affiliations (1)：
  • Hokkaido University  Center for Human Nature, Artificial Intelligence, and Neuroscience (CHAIN) 
Homepage URL  (2)： http://www.neuralengine.org ,  http://www.neuralengine.org/
Research field  (3)： Basic brain sciences ,  Applied mathematics and statistics ,  Statistical science
Research keywords  (4)： Information Theory ,  Machine Learning ,  Statistical Physics ,  Neural Coding
Research theme for competitive and other funds  (18)：
  • 2024 - 2027 非弾性中性子散乱の非経験的計算と実験の逆空間スペクトル照合による水素局所環境分析
  • 2024 - 2027 Advanced multi-areal spike analysis for higher-order brain function in marmosets
  • 2024 - 2027 曲がった統計多様体上のニューラルネットワーク
  • 2021 - 2026 Cell type census of adaptive neuronal circuits: biological mechanisms of structural and functional organization
  • 2021 - 2026 Theoretical approaches to adaptive neuronal circuits identified by the cell type census
Show all
Papers (38)：
  • Hideaki Shimazaki. Neural coding: Foundational concepts, statistical formulations, and recent advances. Neuroscience Research. 2025
  • Ken Ishihara, Hideaki Shimazaki. State-space kinetic Ising model reveals task-dependent entropy flow in sparsely active nonequilibrium neuronal dynamics. arXiv. 2025. 2502.15440
  • Christian Donner, Anuj Mishra, Hideaki Shimazaki. A projected nonlinear state-space model for forecasting time series signals. International Journal of Forecasting. 2025
  • S. Amin Moosavi, Sai Sumedh, R. Hindupur, Hideaki Shimazaki. Population coding under the scale-invariance of high-dimensional noise. bioRxiv. 2024
  • Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki. Explosive neural networks via higher-order interactions in curved statistical manifolds. arXiv. 2024. 2408.02326
ｍore...
MISC (24)：
  • 石原憲, 島崎秀昭. 状態空間-キネティックイジングモデルによる非平衡神経スパイク時系列の解析. 信学技報. 2023. 123. 90. 143-148
  • K. Tatsumi, M. Matsuura, H. Shimazaki, Y. Inamura. Locally Adaptive Kernel Density Estimation on Quasi-Elastic Neutron Scattering Energy Profiles. MLF Annual Report 2020. 2021
  • Hideaki Shimazaki. The principles of adaptation in organisms and machines II: Thermodynamics of the Bayesian brain. arXiv. 2020. 2006.13158
  • Shashwat Shukla, Hideaki Shimazaki, Udayan Ganguly. Structured Mean-field Variational Inference and Learning in Winner-take-all Spiking Neural Networks. 2019
  • 中江健, 浦久保秀俊, 東広志, 田中康裕, 島崎秀昭, 尾藤晴彦, 石井信. 2019 年度時限研究会 システム神経科学スプリングスクール 2019 (SNSS2019) 実施報告書. 日本神経回路学会誌. 2019. 26. 3. 99-103
ｍore...
Patents (1)：
  • 情報処理装置、情報処理方法およびプログラム
Books (5)：
  • イベント時系列解析入門
    近代科学社 2023 ISBN:9784764906617
  • Active Inference Third International Workshop, IWAI 2022, Grenoble, France, September 19, 2022, Revised Selected Papers
    Springer 2023 ISBN:9783031287190
  • Neural coding
    2021
  • Dynamic neuroscience : statistics, modeling, and control
    Springer 2018 ISBN:9783319719757
  • Principles of Neural Science, Fifth Edition
    MEDICAL SCIENCES INTERNATIONAL, LTD 2014 ISBN:4895927717
Lectures and oral presentations  (136)：
  • Uncovering neural circuit’s motifs and animal states using higher-order interactions
    (the Bernstein conference in Comp Neuro 2024 2024)
  • Nonlinearity, higher-order interactions, and divergence of neural activity
    (JNNS2024 Satellite symposium: International workshop on Mechanistic Foundations on Neural Coding 2024)
  • 高次元ノイズ相関のスケール則のもとでの集団符号化
    (生理研研究会「大規模脳活動計測」 2024)
  • Higher-order interactions reveal the hidden shared motifs across mouse brain regions
    (2024 International Conference on Mathematical Neuroscience 2024)
  • Denoising of QENS energy profiles by a variable kernel density estimation
    (2024)
ｍore...
Professional career (2)：
  • Ph.D. (Kyoto University)
  • MA (Johns Hopkins University)
Work history (4)：
  • 2022/10 - 現在 Kyoto University Graduate School of Informatics Associate Professor
  • 2020/04 - 2022/09 Hokkaido University Center for Human Nature, Artificial Intelligence, and Neuroscience (CHAIN) Associate Professor (Specially-appointed)
  • 2017/04 - 2020/03 Kyoto University Graduate School of Informatics Department of Intelligence Science and Technology Project-specific Associate Professor
  • 2016/04 - 2020/03 Honda Research Institute Senior Scientist
Committee career (11)：
  • 2025/04 - 現在 CREST 領域アドバイザー
  • 2024/04 - 現在 東京医科歯科大学非常勤講師 非常勤講師
  • 2022/07 - 現在 脳と心のメカニズム 計画委員
  • 2022/04 - 現在 International workshop of active inference Organization committee
  • 2020/01 - 現在 Neural Networks Action Editor
Show all
Awards (4)：
  • 2024/09 - Japanese Neural Network Society Excellent Research Award
  • 2016/10 - The 23rd International Conference on Neural Information Processing Excellent paper award
  • 2009/09 - Japanese Neural Network Society 2009 Research Award
  • 2006/09 - Japanese Neural Network Society 2007 Young Researcher Award
Association Membership(s) (3)：
Society for Neuroscience ,  日本神経科学学会 ,  日本神経回路学会
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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