KATORI Yuichi 香取勇一

… Alternative Names

Katori Yuichi 香取勇一

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Researcher Number	20557607
Other IDs
Affiliation (Current)	2025: 公立はこだて未来大学, システム情報科学部, 教授
Affiliation (based on the past Project Information) *help	2021 – 2025: 公立はこだて未来大学, システム情報科学部, 教授 2020: 公立はこだて未来大学, システム情報科学部, 准教授 2016 – 2018: 公立はこだて未来大学, システム情報科学部, 准教授 2014: 東京大学, 生産技術研究所, 研究員 2013: 東京大学, 生産技術研究所, 民間等共同研究員
Review Section/Research Field	Principal Investigator Transformative Research Areas, Section (IV) / Basic Section 61040:Soft computing-related / Perceptual information processing / Life / Health / Medical informatics Except Principal Investigator Basic Section 61040:Soft computing-related / Transformative Research Areas, Section (IV) / Broad Section J / Medium-sized Section 61:Human informatics and related fields
Keywords	Principal Investigator レザバー計算 / リザバー計算 / ニューラルネットワーク / 脳型人工知能 / スパイキングニューラルネットワーク / 運動制御 / 感覚情報処理 / 強化学習 / 機械学習 / 計算論的神経科学 … More / 大規模神経活動データ / 感覚・運動学習モデル / 動的予測符号化 / マルチセルラバイオ計算 / マルチセルラバイオコンピューティング / バイオ計算 / ロボット制御 / 予測符号化 / 脳型情報処理 / 人工知能 / 電子回路実装 / ホームロボット / 超立方体計算 / 音声等認識 / スパース性 / リザーバ計算 / 脳波 / 多変量解析 / 聴覚情報処理 / 時系列解析 / 非線形ダイナミクス / 数理モデル / 連想記憶ネットワーク / 短期的シナプス可塑性 / 動的シナプス / 神経ネットワーク … More Except Principal Investigator 多細胞バイオ計算 / ブレインモルフィックコンピューティング / ニューロモルフィック / スパイキングニューラルネットワーク集積回路 / 脳型情報処理装置 / 高次元複雑時空間ダイナミクス / 非同期スパイキングニューラルネットワーク / ロボカップ / 大規模言語モデル / 集積回路 / 半導体 / FPGA / レザバーコンピューティング / ディジタルハードウェア / ホームサービスロボット / 時空間領域 / 脳型計算機システム / ソフトマター / BZゲル / ソフトコンピューティング / レザバー計算 / BZ反応 / 化学知能ロボット / バイオ超越 / 自発活動 / カルシウムイメージング / バイオイメージング / 大脳皮質 / 培養神経回路 / リザバーコンピューティング / 予測符号化 / スピントロニクス / 複雑ダイナミクス / 高次元ダイナミクス / 脳型情報処理 / 非線形複雑系 / リザバー計算 / 時空間学習 / 高次元複雑ダイナミクス / ニューラルネットワーク / 脳型ハードウェア / 脳型計算 / ブレインモルフィック Less

Extension and Development of Brainmorphic Computing Principle and Hardware
- Principal Investigator
  
  堀尾喜彦
- Project Period (FY)
  2025 – 2029
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Teikyo University
Multicellular Neurobiocomputing (Administrative Group)
- Principal Investigator
  
  山本英明
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Tohoku University
Integrated information processing model of sensory-motor learning based on multicellular neural dynamicsPrincipal Investigator
- Principal Investigator
  
  香取勇一
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Future University-Hakodate
An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot
- Principal Investigator
  
  田向権
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Kyushu Institute of Technology
Multicellular Neurobiocomputing (Administrative Group)
- Principal Investigator
  
  Yamamoto Hideaki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (B)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Tohoku University
Information Processing Models and Data Analysis Platforms for Multicellular NeurodynamicsPrincipal Investigator
- Principal Investigator
  
  Katori Yuichi
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (B)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Future University-Hakodate
Development of Intelligence Robots Development of Intelligent Robots Controlled by Chemical Reaction of Substances
- Principal Investigator
  
  櫻沢繁
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Future University-Hakodate
Fundamentals and developments of brainmorphic computing hardware
- Principal Investigator
  
  堀尾喜彦
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Tohoku University
Computing based on pseudo-billiard dynamics in hypercube and its applicationsPrincipal Investigator
- Principal Investigator
  
  Katori Yuichi
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Future University-Hakodate
Construction of a new mechanism of auditory information processing using high-dimensional nonlinear dynamicsPrincipal Investigator
- Principal Investigator
  
  Katori Yuichi
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  Future University-Hakodate
Dynamics of neural network with dynamic synapses and its applicationPrincipal Investigator
- Principal Investigator
  
  KATORI Yuichi
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  The University of Tokyo

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013

All Journal Article Presentation Book

[Book] Advances in Cognitive Neurodynamics (VI)2018
- Author(s)
  Yuichi Katori (Eds.:J.M Delgado-Garcia, X. Pan, R. Sanchez-Campusano, and R. Wang)
- Total Pages
  407
- Publisher
  Springer Nature Singapore Pte Ltd.
- ISBN
  9789811088537
- Data Source
  KAKENHI-PROJECT-16K00246
[Book] 「脳の数理モデリング」（『現象数理学入門』の中の章）2013
- Author(s)
  合原一究、辻繁樹、香取勇一、合原一幸
- Total Pages
  29
- Publisher
  東京大学出版会
- Data Source
  KAKENHI-PROJECT-25730175
[Book] 「神経回路の数理モデル」（『応用数理ハンドブック』の中の項目）2013
- Author(s)
  香取勇一
- Total Pages
  2
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-25730175
[Journal Article] Reservoir computing-based mental simulation for direct action sequence optimization2024
- Author(s)
  Yoshihiro Yonemura, Yuichi Katori,
- Journal Title
  
  NOLTA
  
  Volume: 15 Issue: 2 Pages: 421-431
- DOI
  10.1587/nolta.15.421
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-21H05163, KAKENHI-PROJECT-20H04258
[Journal Article] Reservoir computing-based mental simulation for direct action sequence optimization2024
- Author(s)
  Yoshihiro Yonemura、Yuichi Katori
- Journal Title
  
  Nonlinear Theory and Its Applications、 IEICE
  
  Volume: -
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Journal Article] Integrating predictive coding with reservoir computing in spiking neural network model of cultured neurons2024
- Author(s)
  Yoshitaka Ishikawa, Takumi Shinkawa, Takuma Sumi, Hideyuki Kato, Hideaki Yamamoto, Yuichi Katori,
- Journal Title
  
  NOLTA
  
  Volume: 15 Issue: 2 Pages: 432-442
- DOI
  10.1587/nolta.15.432
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-21H05163, KAKENHI-PROJECT-20H00596, KAKENHI-PROJECT-20H04258
[Journal Article] レザバーアクタークリティックモデルによるロボットの連続値制御2023
- Author(s)
  湊宏太郎，香取勇一
- Journal Title
  
  電子情報通信学会技術研究報告(IEICE Technical Report)
  
  Volume: Volume 122, Number 374 Pages: 118-122
- Data Source
  KAKENHI-PLANNED-21H05163
[Journal Article] 植物の映像情報を利用した風向風速推定法の提案～環境計算の原理検証～2023
- Author(s)
  會田拓海，安東弘泰，香取勇一
- Journal Title
  
  電子情報通信学会技術研究報告(IEICE Technical Report)
  
  Volume: Volume 122, Number 374 Pages: 105-106
- Data Source
  KAKENHI-PLANNED-21H05163
[Journal Article] Biological neurons act as generalization filters in reservoir computing2023
- Author(s)
  T. Sumi, H. Yamamoto, Y. Katori, K. Ito, S. Moriya, T. Konno, S. Sato, A. Hirano-Iwata
- Journal Title
  
  Proc. Natl. Acad. Sci. U.S.A.
  
  Volume: 120 Issue: 25 Pages: 1-10
- DOI
  10.1073/pnas.2217008120
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K20550, KAKENHI-PROJECT-22K19821, KAKENHI-PROJECT-23K16958, KAKENHI-PROJECT-22KK0177, KAKENHI-PROJECT-22KJ0190, KAKENHI-PLANNED-21H05163, KAKENHI-PLANNED-21H05164, KAKENHI-PROJECT-23H00251, KAKENHI-PROJECT-20H02194, KAKENHI-PROJECT-20H04258, KAKENHI-PROJECT-23K24913, KAKENHI-PROJECT-23K28179
[Journal Article] スパイキングニューロンモデルによる培養神経系のリザバー計算の性能評価2023
- Author(s)
  石川慶孝，新川拓海，住拓磨，加藤秀行，山本英明，香取勇一
- Journal Title
  
  電子情報通信学会技術研究報告(IEICE Technical Report)
  
  Volume: Volume 122, Number 374 Pages: 112-117
- Data Source
  KAKENHI-PLANNED-21H05163
[Journal Article] 結合行列の対称性制御によるリカレントニューラルネットワークの構造最適化2022
- Author(s)
  藤本ありさ，山本英明，守谷哲，徳田慶太，香取勇一，佐藤茂雄
- Journal Title
  
  電子情報通信学会技術研究報告(IEICE Technical Report)
  
  Volume: vol. 122, no. 89, NC2022-26 Pages: 184-188
- Data Source
  KAKENHI-PLANNED-21H05163
[Journal Article] Chaos may enhance expressivity in cerebellar granular layer2021
- Author(s)
  Tokuda Keita、Fujiwara Naoya、Sudo Akihito、Katori Yuichi
- Journal Title
  
  Neural Networks
  
  Volume: 136 Pages: 72-86
- DOI
  10.1016/j.neunet.2020.12.020
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19882, KAKENHI-PROJECT-20H04258
[Journal Article] Network model of predictive coding based on reservoir computing for multi-modal processing of visual and auditory signals2021
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Journal Title
  
  NOLTA
  
  Volume: 12 Issue: 2 Pages: 143-156
- DOI
  10.1587/nolta.12.143
- NAID
  130008020059
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H00596, KAKENHI-PROJECT-20H04258
[Journal Article] Robot Arm Control Using Reward-Modulated Hebbian Learning2021
- Author(s)
  Koutaro Minato and Yuichi Katori
- Journal Title
  
  Neural Information Processing 28th International Conference, ICONIP 2021
  
  Volume: Part VI Pages: 55-63
- DOI
  10.1007/978-3-030-92310-5_7
- ISBN
  9783030923099, 9783030923105
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04258
[Journal Article] Reservoir Computing Based on Dynamics of Pseudo-Billiard System in Hypercube2019
- Author(s)
  Yuichi Katori, Hakaru Tamukoh and Takashi Morie
- Journal Title
  
  2019 International Joint Conference on Neural Network (IJCNN2019)
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00246
[Journal Article] Possible Mechanism of Internal Visual Perception: Context-dependent Processing by Predictive Coding and Reservoir Computing Network2019
- Author(s)
  Hiroto Tamura, Yuichi Katori, and Kazuyuki Aihara,
- Journal Title
  
  Journal of Robotics, Networking and Artificial Life
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00246
[Journal Article] A Chaotic Boltzmann Machine Working as a Reservoir and Its Analog VLSI Implementation2019
- Author(s)
  Masatoshi Yamaguchi, Yuichi Katori, Daichi Kamimura, Hakaru Tamukoh and Takashi Morie
- Journal Title
  
  2019 International Joint Conference on Neural Network (IJCNN2019)
  
  Volume: 印刷中
- Data Source
  KAKENHI-PROJECT-16K00246
[Journal Article] Network Model for Dynamics of Perception with Reservoir Computing and Predictive Coding2018
- Author(s)
  Y.Katori,
- Journal Title
  
  Advances in Cognitive Neurodynamics (VI)
  
  Volume: Chapter 11
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246
[Journal Article] Stability Analysis on Sparsely Encoded Associative Memory with Short-Term Synaptic Dynamics2017
- Author(s)
  Muyuan Xu, Yuichi Katori, Kazuyuki Aihara,
- Journal Title
  
  International Journal of Bifurcation and Chaos
  
  Volume: Vol. 27, No. 10 Issue: 10 Pages: 1730034-1730034
- DOI
  10.1142/s0218127417300348
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246, KAKENHI-PROJECT-15H05707
[Journal Article] Bifurcation Analysis on Phase-Amplitude Cross Frequency Coupling in Neural Networks with Dynamic Synapses,2017
- Author(s)
  Takumi Sase, Yuichi Katori, Motomasa Komuro, and Kazuyuki Aihara
- Journal Title
  
  Frontiers Computational Neuroscience,
  
  Volume: Vol.11, Article#1830 Pages: 1-19
- DOI
  10.3389/fncom.2017.00018
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246, KAKENHI-PROJECT-15H05707
[Journal Article] 動的シナプスはリカレントニューラルネットワークの短期記憶性能を向上させる2015
- Author(s)
  森竜太、香取勇一、合原一幸
- Journal Title
  
  生産研究
  
  Volume: 67 Pages: 295-298
- NAID
  130005074275
- Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25730175
[Journal Article] Dynamics on Sparse Coding-Based Neural Network with Short-Term Synaptic Depression2014
- Author(s)
  徐牧原、香取勇一、合原一幸
- Journal Title
  
  SEISAN KENKYU
  
  Volume: 66 Issue: 3 Pages: 295-298
- DOI
  10.11188/seisankenkyu.66.295
- NAID
  130004678864
- ISSN
  0037-105X, 1881-2058
- Language
  English
- Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25730175
[Journal Article] Associative Memory Network with Dynamic Synapses2014
- Author(s)
  Yuichi Katori, Yosuke Otsubo, Masato Okada, Kazuyuki Aihara
- Journal Title
  
  Advances in Cognitive Neurodynamics
  
  Volume: 未定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25730175
[Journal Article] Dynamics on Sparse Coding-Based Neural Network with Synaptic Depression2014
- Author(s)
  Muyuan Xu, Yuichi Katori, Kazuyuki Aihara
- Journal Title
  
  生産研究
  
  Volume: 未定
- Data Source
  KAKENHI-PROJECT-25730175
[Journal Article] Increased firing irregularity as an emergent property of neural-state transition in monkey prefrontal cortex2013
- Author(s)
  Kazuhiro Sakamoto, Yuichi Katori, Naohiro Saito Shun Yoshida, Kazuyuki Aihara and Hajime Mushiake
- Journal Title
  
  Plos One
  
  Volume: 8(12) Issue: 12 Pages: e80906-e80906
- DOI
  10.1371/journal.pone.0080906
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300124, KAKENHI-PUBLICLY-24120703, KAKENHI-PROJECT-25730175
[Presentation] BZ 反応を利用した物理レザバー計算の構築およびその性能評価2024
- Author(s)
  都城宏治，香取勇一，田中吉太郎，高木清二，櫻沢繁
- Organizer
  第23回複雑系マイクロシンポジウム
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] A basic study of hierarchical reservoir computing for modeling Stroop effect2024
- Author(s)
  H. Terakawa; H. Kato; Y. Yonemura; Y. Katori
- Organizer
  The 12th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Reservoir Reinforcement Learning Model for Generating and Switching Motor Primitives2024
- Author(s)
  Yu Yoshino; Yuichi Katori
- Organizer
  The 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Enhancing Reinforcement Learning in POMDPs with the Reservoir Soft Actor-Critic Model Incorporating Multi-layer Structures2024
- Author(s)
  Tatsuro Nagai, Yuichi Katori
- Organizer
  The 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Enhancing Reinforcement Learning in POMDPs with the Reservoir Soft Actor-Critic Model Incorporating Multi-layer Structures2024
- Author(s)
  Tatsuro Nagai; Yuichi Katori
- Organizer
  The 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Integrated Reservoir Computing Model for Sensory and Motor Processing, and Mental Simulation2024
- Author(s)
  Yoshihiro Yonemura; Yuichi Katori
- Organizer
  The 12th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] "Multicellular Neurobiocomputing" and beyond2024
- Author(s)
  H. Yamamoto, Y. Katori, T. Matsui, Y. Masamizu
- Organizer
  The 12th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05162
[Presentation] Generation of Lorenz attractor by reservoir-based predictive coding in cultured neurons with spiking neural network model2024
- Author(s)
  Y. Ishikawa; T. Shinkawa; T. Sumi; H. Kato; H. Yamamoto; Y. Katori
- Organizer
  The 12th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Recovery of neuronal activity in culture and numerical models through functional connectivity reorganization2024
- Author(s)
  T. Sumi; A. M. Houben; A.-C. Hab; H. Yamamoto; H. Kato; Y. Katori; H. Chiba; J. Soriano; A. Hirano-Iwata
- Organizer
  The 12th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Analysis of Modular Reservoir Computing Using Chaotic Boltzmann Machines2024
- Author(s)
  Kazuo Nakahara, Osamu Nomura, Hakaru Tamukoh, Yuichi Katori, Takashi Morie
- Organizer
  The 5th International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Reservoir Reinforcement Learning Model for Generating and Switching Motor Primitives2024
- Author(s)
  Yu Yoshino, Yuichi Katori
- Organizer
  The 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Information representations obtained by reward-modulated reservoir computing with short-term synaptic plasticity2023
- Author(s)
  Jin Nakamura, Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Exploring influences of modular structure on time series generation performance in reservoir computing2023
- Author(s)
  Y. Ishikawa, Y. Katori, H. Yamamoto, H. Kato, T. Sumi, T. Shinkawa
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Estimating connectivity patterns from fully observed neuronal activity data2023
- Author(s)
  Ryosuke Hosaka; Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications(NOLTA)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Visual Information-Based Mental Simulation Model with Reservoir Computing for Controlling Deterministic Systems2023
- Author(s)
  Yoshihiro Yonemura, Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Analysis of predictive coding model with hierarchical reservoir computing for modeling Stroop effects2023
- Author(s)
  Haruki Terakawa、Hideyuki Kato、Yoshihiro Yonemura、Yuichi Katori
- Organizer
  20th International SoC Design Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Visual Information-Based Mental Simulation Model with Reservoir Computing for Controlling Deterministic Systems2023
- Author(s)
  Yoshihiro Yonemura; Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Modular topology enhances reservoir computing performance in biological neuronal networks2023
- Author(s)
  Takuma Sumi, Hideaki Yamamoto, Yuichi Katori, Koki Ito, Shigeo Sato, Ayumi Hirano-Iwata
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] レザバーアクタークリティックモデルによるロボットの連続値制御2023
- Author(s)
  湊宏太郎，香取勇一
- Organizer
  ニューロコンピューティング(NC)研究会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Reservoir Reinforcement Learning with Chaotic Boltzmann Machines Implemented on an FPGA2023
- Author(s)
  Yamato Sakino, Hakaru Tamukoh, Takashi Morie, Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Spiking and bursting properties of spontaneous activities in modular spiking neuronal networks2023
- Author(s)
  Hideyuki Kato; Takumi Shinkawa; Yoshitaka Ishikawa; Takuma Sumi; Hideaki Yamamoto; Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] FPGA Implementation of a Chaotic Boltzmann Machine Annealer2023
- Author(s)
  Kanta Yoshioka, Yuichi Katori, Yuichiro Tanaka, Osamu Nomura, Takashi Morie, Hakaru Tamukoh
- Organizer
  2023 International Joint Conference on Neural Network (IJCNN2023),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Modular topology enhances reservoir computing performance in biological neuronal networks2023
- Author(s)
  Takuma Sumi; Hideaki Yamamoto; Yuichi Katori; Koki Ito; Shigeo Sato; Ayumi Hirano-Iwat
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Reservoir Reinforcement Learning with Chaotic Boltzmann Machines Implemented on an FPGA2023
- Author(s)
  Yamato Sakino; Hakaru Tamukoh; Takashi Morie; Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Effects of synaptic scaling on spontaneous firing activity in spiking neural networks with modular structure2023
- Author(s)
  Takumi Shinkawa, Hideyuki Kato, Yoshitaka Ishikawa, Takumi Sumi, Hideaki Yamamoto, and Yuuichi Katori
- Organizer
  International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Network Model with Predictive Coding and Reservoir Computing in Cultured Neurons2023
- Author(s)
  Yoshitaka Ishikawa; Takumi Shinkawa; Takuma Sumi; Hideyuki Kato; Hideaki Yamamoto; Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Effects of synaptic scaling and network size on spontaneous firing activity in spiking neural network2023
- Author(s)
  T. Shinkawa, H. Kato, Y. Ishikawa, T. Sumi, H. Yamamoto, Y. Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] スパイキングニューロンモデルによる培養神経系のリザバー計算の性能評価2023
- Author(s)
  石川慶孝; 新川拓海; 住拓磨; 加藤秀行; 山本英明; 香取勇一
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Reservoir Computing Models for Integrating Sensory Processing and Motor Control2023
- Author(s)
  Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] FPGA Implementation of a Chaotic Boltzmann Machine Annealer2023
- Author(s)
  Kanta Yoshioka, Yuichi Katori, Yuichiro Tanaka, Osamu Nomura, Takashi Morie and Hakaru Tamukoh
- Organizer
  International Joint Conference on Neural Networks (IJCNN2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28158
[Presentation] Learning non-stationary nonlinear dynamics by extracting slow parameter change by a reservoir2023
- Author(s)
  Keita Tokuda and Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Mental simulation using reservoir computing for solving control tasks of deterministic systems2023
- Author(s)
  Yoshihiro Yonemura, Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] スパイキングニューロンモデルによる培養神経系のリザバー計算の性能評価2023
- Author(s)
  石川慶孝，新川拓海，住拓磨，加藤秀行，山本英明，香取勇一
- Organizer
  ニューロコンピューティング(NC)研究会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] スパイキングニューロンモデルによる培養神経系のリザバー計算の性能評価2023
- Author(s)
  石川慶孝，新川拓海，住拓磨，加藤秀行，山本英明，香取勇一
- Organizer
  ニューロコンピューティング(NC)研究会
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Reservoir Computing Models for Integrating Sensory Processing and Motor Control2023
- Author(s)
  Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] レザバーアクタークリティックモデルによるロボットの連続値制御2023
- Author(s)
  湊宏太郎，香取勇一
- Organizer
  ニューロコンピューティング(NC)研究会
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Spiking and bursting properties of spontaneous activities in modular spiking neuronal networks2023
- Author(s)
  Hideyuki Kato、Takumi Shinkawa、Yoshitaka Ishikawa、Takuma Sumi、Hideaki Yamamoto、Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Evaluation of Reservoir-Based Predictive Coding in Cultured Neurons with Spiking Neural Network Model2023
- Author(s)
  Yoshitaka Ishikawa; Takumi Shinkawa; Takuma Sumi; Hideyuki Kato; Hideaki Yamamoto; Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023);
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] レザバーアクタークリティックモデルによるロボットの連続値制御2023
- Author(s)
  湊宏太郎; 香取勇一
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Exploring influences of modular structure on time series generation performance in reservoir computing2023
- Author(s)
  Y. Ishikawa, Y. Katori, H. Yamamoto, H. Kato, T. Sumi, T. Shinkawa
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Network Model with Predictive Coding and Reservoir Computing in Cultured Neurons2023
- Author(s)
  Yoshitaka Ishikawa, Takumi Shinkawa, Takuma Sumi, Hideyuki Kato, Hideaki Yamamoto, Yuichi Katori
- Organizer
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Mental simulation using reservoir computing for solving control tasks of deterministic systems2023
- Author(s)
  Yoshihiro Yonemura, Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Optimization of reservoir neural network structure for sensorimotor control2023
- Author(s)
  A. Fujimoto; H. Yamamoto; S. Moriya; K. Tokuda; Y. Katori; S. Sato
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Information representations obtained by reward-modulated reservoir computing with short-term synaptic plasticity2023
- Author(s)
  Jin Nakamura, Yuichi Katori
- Organizer
  The 11th RIEC International Symposium on Brain Functions and Brain Computer(BFBC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Integrating Predictive Coding with Reservoir Computing in Spiking Neural Network Model of Cultured Neurons2023
- Author(s)
  Yoshitaka Ishikawa、Takumi Shinkawa、Takuma Sumi、Hideyuki Kato、Hideaki Yamamoto、Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Analysis of predictive coding model with hierarchical reservoir computing for modeling Stroop effects2023
- Author(s)
  Haruki Terakawa; Hideyuki Kato; Yoshihiro Yonemura; Yuichi Katori
- Organizer
  20th International SoC Design Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Reservoir based sensory and motor processing models for multicellular neurobiocomputing,2022
- Author(s)
  Yuichi Katori
- Organizer
  The 10th RIEC International Symposium on Brain Functions and Brain Computer (BFBC2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] A Co-Design Environment for AI Hardware Simulation Using PyLTSpice2022
- Author(s)
  Y. Shishido, K. Kawazoe, K. Tamai, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 3rd International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Visual predictive coding model with reservoir computing for reinforcement learning tasks in 3D environment2022
- Author(s)
  Tomohito Izumi and Yuichi Katori
- Organizer
  International Symposium on Nonliner Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Construction and Analysis of a computational model of motion planning based on reward-modulated reservoir computing with short-term synaptic plasticity2022
- Author(s)
  Jin Nakamura and Yuchi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] アナログメモリの非線形書き込み特性を考慮したリザバー強化学習モデルの性能評価2022
- Author(s)
  玉井克典, 田向権, 香取勇一, 野村修, 森江隆
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Construction and Analysis of a Computational Model of Motion Planning Based on Reward-Modulated Reservoir Computing with Short-term Synaptic Plasticity2022
- Author(s)
  Jin Nakamura and Yuchi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Evaluation of Modular Reservoirs Using Chaotic Boltzmann Machines2022
- Author(s)
  K. Nakahara, Y. Katori, O. Nomura, H. Tamukoh, T. Morie
- Organizer
  The 4th International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 結合行列の対称性制御によるリカレントニューラルネットワークの構造最適化2022
- Author(s)
  藤本ありさ，山本英明，守谷哲，徳田慶太，香取勇一，佐藤茂雄
- Organizer
  ニューロコンピューティング（NC）研究会
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Time-series classification in micropatterned neuronal network reservoirs2022
- Author(s)
  Takuma Sumi, Hideyuki Yamamoto, Yuichi Katori, Koki Ito, Shigeo Sato, Ayumi Hirano-Iwata
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Belousov-Zhabotinsky反応を用いたレザバー計算の提案と数値シミュレーション2022
- Author(s)
  豊田和人，田中吉太郎，香取勇一，櫻沢繁，高木清二
- Organizer
  金沢データサイエンス研究会
- Invited
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Mental simulation on reservoir computing as an efficient planning method for mobile robot navigation2022
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Numerical Simulation for Analog VLSI Implementation of Reinforcement Learning Using Reservoir Computing2022
- Author(s)
  K. Tamai, K. Kawazoe, Y. Shishido, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 3rd International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model in partially observable Markov decision process2022
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] The launch of "Multicellular Neurobiocomputing"2022
- Author(s)
  H. Yamamoto, Y. Katori, T. Matsui, Y. Masamizu
- Organizer
  The 1st Symposium on Multicellular Neurobiocomputing (The 10th RIEC International Symposium on Brain Functions and Brain Computer)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-21H05162
[Presentation] 感覚・運動情報処理を行う脳のリザバー計算モデル2022
- Author(s)
  香取勇一
- Organizer
  令和4年度第三回ブレインウェア工学研究会
- Invited
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Mental simulation on reservoir computing as an efficient planning method for mobile robot navigation2022
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  International Symposium on Nonliner Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Reservoir based reinforcement learning model with pseudo-billiard dynamics in hypercube2022
- Author(s)
  Yamato Sakino; Hakaru Tamukoh; Takashi Morie; and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Belousov-Zhabotinsky反応によるsin波を生成するレザバー計算の提案とシミュレーション2022
- Author(s)
  豊田和人，田中吉太郎，香取勇一，高木清二，櫻沢繁
- Organizer
  日本応用数理学会
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Learning optimal behavior using noisy observations with actor-critic model based on echo state network2022
- Author(s)
  Tatsuro Nagai and Yuichi Katori
- Organizer
  International Symposium on Nonliner Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Online Reinforcement Learning on Reservoir Based Actor-Critic Model with Gibbs’s Policy2022
- Author(s)
  Tatsuro Nagai and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 大脳皮質に倣った動的予測符号化ネットワークモデル2022
- Author(s)
  香取勇一
- Organizer
  第83回応用物理学会秋季学術講演会シンポジウム
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] カオスボルツマンマシンとそのレザバー応用および超低消費電力型LSIの開発2022
- Author(s)
  野村修, 森江隆, 田向権, 川島一郎, 中原和勇, 香取勇一
- Organizer
  電気学会電子・情報・システム部門大会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Belousov-Zhabotinsky反応を用いたレザバー計算の提案と数値シミュレーション2022
- Author(s)
  豊田和人，田中吉太郎，香取勇一，櫻沢繁，高木清二
- Organizer
  第18回数学総合若手研究集会　数学の交叉点
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model in partially observable Markov decision process2022
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Numerical Simulation for VLSI Implementation of Reinforcement Learning Using Reservoir Computing2022
- Author(s)
  K. Tamai, K. Kawazoe, Y. Shishido, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 10th RIEC Int. Symp. on Brain Functions and Brain Computer (BFBC2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 感覚・運動情報処理を行う脳のリザバー計算モデル2022
- Author(s)
  香取勇一
- Organizer
  令和4年度第三回ブレインウェア工学研究会
- Invited
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Reservoir Based Reinforcement Learning Model with Pseudo-Billiard Dynamics in Hypercube2022
- Author(s)
  Yamato Sakino, Hakaru Tamukoh, Takashi Morie, and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Reservoir based sensory and motor processing models for multicellular neurobiocomputing,2022
- Author(s)
  Yuichi Katori
- Organizer
  The 10th RIEC International Symposium on Brain Functions and Brain Computer (BFBC2022)
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Memory Capacity of Reservoir Computing Using Chaotic Boltzmann Machines2022
- Author(s)
  K. Nakahara, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 3rd International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Construction and Analysis of a Computational Model of Motion Planning Based on Reward-Modulated Reservoir Computing with Short-term Synaptic Plasticity2022
- Author(s)
  Jin Nakamura and Yuchi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Online Reinforcement Learning on Reservoir Based Actor-Critic Model with Gibbs’s Policy2022
- Author(s)
  Tatsuro Nagai and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Mental simulation on reservoir computing as an efficient planning method for mobile robot navigation2022
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] A Co-design Environment for Computational Models and Circuits Using PyLTSpice and Its Application to Circuit Design for Reinforcement Learning Using Reservoir Computing2022
- Author(s)
  Y. Shishido, K. Kawazoe, K. Tamai, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 10th RIEC Int. Symp. on Brain Functions and Brain Computer (BFBC2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model in partially observable Markov decision process2022
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] 結合行列の対称性制御によるリカレントニューラルネットワークの構造最適化2022
- Author(s)
  藤本ありさ、山本英明、守谷　哲、徳田慶太、香取勇一、佐藤茂雄
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Belousov-Zhabotinsky 反応を用いたレザバー計算の提案とシミュレーション2022
- Author(s)
  豊田和人，田中吉太郎，香取勇一，高木清二，櫻沢繁
- Organizer
  応用数学合同研究集会
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Performance Evaluation of a Reservoir Reinforcement Learning Model Considering Nonlinear Write Characteristics of Analog Memory2022
- Author(s)
  K. Tamai, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  The 4th International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Visual Predictive Coding Model with Reservoir Computing for Reinforcement Learning Tasks in 3D Environment2022
- Author(s)
  Tomohito Izumi and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] 大脳皮質に倣った動的予測符号化ネットワークモデル2022
- Author(s)
  香取勇一
- Organizer
  第83回応用物理学会秋季学術講演会シンポジウム
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Construction and analysis of a computational model of motion planning based on reward-modulated reservoir computing with short-term synaptic plasticity2022
- Author(s)
  Jin Nakamura and Yuchi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Reservoir Based Reinforcement Learning Model with Pseudo-Billiard Dynamics in Hypercube2022
- Author(s)
  Yamato Sakino, Hakaru Tamukoh, Takashi Morie, and Yuichi Katori
- Organizer
  Neuro2022
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Visual Predictive Coding Model with Reservoir Computing for Reinforcement Learning Tasks in 3D Environment2022
- Author(s)
  Tomohito Izumi and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications (NOLTA2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Encoding of time series data using reservoir computing,2021
- Author(s)
  Masumi Kaneko, Naoyuki Sato, and Yuichi Katori
- Organizer
  25th International Symposium on Artificial Life and Robotics(AROB 25th 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Hardware-oriented algorithm of reservoir computing based on chaotic Boltzmann machines2021
- Author(s)
  I. Kawashima, Y. Katori, T. Morie and H. Tamukoh
- Organizer
  The 5th Int. Conf. on Machine Vision and Information Technology (CMVIT 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Functional connectivity analysis on hierarchical reservoir computing model2021
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 動的シナプスを用いた報酬修飾型レザバー計算に基づく行動計画の数理モデル2021
- Author(s)
  中村仁, 香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model2021
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 不揮発性アナログメモリの適用を目指したリザバー計算に基づく強化学習回路の設2021
- Author(s)
  川添皓平, 玉井克典, 宍戸優樺, 香取勇一, 田向権, 野村修, 森江隆
- Organizer
  電気学会電子回路研究会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model2021
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW) 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Functional connectivity analysis on hierarchical reservoir computing model2021
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] レザバー計算と予測符号化に基づく二経路視覚情報処理モデル2021
- Author(s)
  和泉友人, 香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 動的シナプスを用いた報酬修飾型レザバー計算に基づく行動計画の数理モデル2021
- Author(s)
  中村仁, 香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model2021
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Robot Arm Control Using Reward-Modulated Hebbian Learning2021
- Author(s)
  Koutaro Minato and Yuichi Katori
- Organizer
  ICONIP 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Robot Arm Control Using Reward-Modulated Hebbian Learning2021
- Author(s)
  Koutaro Minato and Yuichi Katori
- Organizer
  ICONIP 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-21H05163
[Presentation] Design of a VLSI circuit with non-volatile analog memory for reinforcement learning using reservoir computing2021
- Author(s)
  K. Kawazoe, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
- Organizer
  9th International Symposium on Applied Engineering and Sciences (SAES2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] An area-efficient multiply-accumulation architecture and implementations for time-domain neural processing2021
- Author(s)
  Ichiro Kawashima, Yuichi Katori, Takashi Morie, Hakaru Tamukoh
- Organizer
  International Conference on Field-Programmable Technology (ICFPT)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Functional connectivity analysis on hierarchical reservoir computing model2021
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW) 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] レザバー計算と予測符号化に基づく二経路視覚情報処理モデル2021
- Author(s)
  和泉友人, 香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] レザバー計算と予測符号化に基づく二経路視覚情報処理モデル2021
- Author(s)
  和泉友人，香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Robot Arm Control Using Reward-Modulated Hebbian Learning2021
- Author(s)
  Koutaro Minato and Yuichi Katori
- Organizer
  ICONIP 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Functional connectivity analysis on hierarchical reservoir computing model2021
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] Hardware-oriented algorithm of reservoir computing based on Chaotic Boltzmann machines2021
- Author(s)
  Ichiro Kawashima; Yuichi Katori; Takashi Morie; Hakaru Tamukoh
- Organizer
  The 5th International Conference on Machine Vision and Information Technology (CMVIT 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] 動的シナプスを用いた報酬修飾型レザバー計算に基づく行動計画の数理モデル2021
- Author(s)
  中村仁，香取勇一
- Organizer
  第31 回日本神経回路学会
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] Short-term memory ability of reservoir-based temporal difference learning model2021
- Author(s)
  Yu Yoshino and Yuichi Katori
- Organizer
  Nonlinear Science Workshop (NLSW)2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21704
[Presentation] レザバー計算と深層強化学習を組み合せた推論機構の研究」(Study on Inference Mechanism Using Reservoir Computing with Deep Reinforcement Learning)2020
- Author(s)
  大河原昂也, 香取勇一
- Organizer
  第30 回日本神経回路学会全国大会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Performance Evaluation of Reservoir Computing Using Pseudo-billiard Dynamics in Hypercube2020
- Author(s)
  Daichi Kamimura, Yuichi Katori, Hakaru Tamukoh, and Takashi Morie
- Organizer
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Reservoir Computing Based on Pseudo-Billiard Dynamics in Hypercube and Its Applications2020
- Author(s)
  Yuichi Katori
- Organizer
  The 9th RIEC International Symposium on Brain Functions and Brain Computer (BFBC)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Multi-Modal Processing of Visual and Auditory Signals on Network Model Based on Predictive Coding And Reservoir Computing,2020
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] レザバー計算と深層強化学習を組み合せた推論機構の研究2020
- Author(s)
  大河原昂也，香取勇一
- Organizer
  第30 回日本神経回路学会全国大会(JNNS2020)
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] レザバー計算と単語の分散表現を用いた文章生成モデル2020
- Author(s)
  川村周也, 香取勇一
- Organizer
  NLP研究会
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] FPGA Implementation and Verification of Reservoir Computing Based on Pseudo-Billiard Dynamics in Hypercube2020
- Author(s)
  Daichi Yamamoto, Ichiro Kawashima, Hakaru Tamukoh, Takashi Morie, and Yuichi Katori
- Organizer
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Multi-Modal Processing of Visual and Auditory Signals on Network Model Based on Predictive Coding And Reservoir Computing2020
- Author(s)
  Yoshihiro Yonemura and Yuichi Katori
- Organizer
  International Symposium on Nonlinear Theory and Its Applications(NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00596
[Presentation] A Brain-inspired Artificial Intelligence Model of Hippocampus, Amygdala, and Prefrontal Cortex on Home Service Robots2020
- Author(s)
  Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Yuichi Katori, and Takashi Morie
- Organizer
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] A Reservoir Based Q-learning Model for Autonomous Mobile Robots2020
- Author(s)
  Masafumi Inada, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Takashi Morie, and Yuichi Katori
- Organizer
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04258
[Presentation] Possible Mechanism of Internal Visual Perception Context- dependent Processing by Predictive Coding and Reservoir Computing Network2019
- Author(s)
  Hiroto Tamura, Yuichi Katori, and Kazuyuki Aihara
- Organizer
  The 2019 International Conference on Artificial Life and Robotics (ICAROB2019)
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Efficient Encoding of Multi-dimensional Time Series Data with Reservoir Computing2018
- Author(s)
  Masumi Kaneko and Yuichi Katori
- Organizer
  日本神経回路学会
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Reservoir Computing with Coupled StuartLandau Oscillators2018
- Author(s)
  Shoya Nakajima and Yuichi Katori
- Organizer
  日本神経回路学会
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Hierarchical Network Model of Auditory Information Processing using Dynamical Predictive Coding and Non-negative Matrix Factorization2018
- Author(s)
  Kanata Ara and Yuichi Katori
- Organizer
  日本神経回路学会
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Computational model of auditory mismatch negativity with echo state network: implication of network parameters2018
- Author(s)
  M.Fukino, Y. Katori, and K. Aihara
- Organizer
  The 8th Mismatch Negativity conference(MMN2018)
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Hierarchical network model of auditory information processing using dynamical predictive coding,2018
- Author(s)
  Kanata Ara and Yuichi Katori
- Organizer
  The Twenty-Third International Symposium on Artificial Life and Robotics 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Network model for dynamics of perception and an interpretation of visual hallucination2017
- Author(s)
  Y. Katori
- Organizer
  Brain structure and dynamics in Lewy body disorders with reference to visual hallucinations
- Place of Presentation
  Newcastle, UK
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Encoding Multi-Dimensional Time Series Data with Reservoir Computing2016
- Author(s)
  Y. Katori
- Organizer
  The 2016 International Symposium on Nonlinear Theory and its Application
- Place of Presentation
  湯河原温泉ホテル(静岡県熱海市)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] A Computational Model for Pitch Pattern Perception with the Echo State Network2016
- Author(s)
  M. Fukino, Y. Katori, K. Aihara
- Organizer
  The 2016 International Symposium on Nonlinear Theory and its Application
- Place of Presentation
  湯河原温泉ホテル(静岡県熱海市)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00246
[Presentation] Dynamical Theory of cell and synaptic assemblies2015
- Author(s)
  Yuichi Katori, Kazuyuki Aihara
- Organizer
  脳と心のメカニズム
- Place of Presentation
  北海道留寿都村
- Year and Date
  2015-01-07
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Enhanced Perceptual Function with Transitive Dynamics Induced by Dynamic Synapses2015
- Author(s)
  Yuichi Katori, Kazuyuki Aihara
- Organizer
  International Conference on Cognitive Neurodynamics
- Place of Presentation
  中国　サンヤ
- Year and Date
  2015-06-06
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Diverse cross-frequency coupling on a neural network with dynamic synapses2015
- Author(s)
  Takumi Sase, Yuichi Katori, Kazuyuki Aihara
- Organizer
  脳と心のメカニズム
- Place of Presentation
  北海道留寿都村
- Year and Date
  2015-01-07
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] short-term memory ability on recurrent neural network with dynamic synapses2015
- Author(s)
  Ryota Mori, Yuichi Katori, Kazuyuki Aihara
- Organizer
  脳と心のメカニズム
- Place of Presentation
  北海道留寿都村
- Year and Date
  2015-01-07
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Memory association dynamics on neural network with dynamic synapses2014
- Author(s)
  Yuichi Katori
- Organizer
  Computational Neuroscience
- Place of Presentation
  カナダ、ケベック
- Year and Date
  2014-07-28
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Digital Silicon Neuronal Network and its Application to Associative Memory2014
- Author(s)
  Li Jing, Yuichi Katori, Takashi Kohno
- Organizer
  The 1st International Symposium on Neuromorphic and Non-linear Engineering, 2014.
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Reorganization of effective network structure with dynamic synapses in cortical circuit and its possible functions2013
- Author(s)
  Yuichi Katori
- Organizer
  22nd Annual Computational Neuroscience Meeting (CNS2013)
- Place of Presentation
  パリ（フランス）
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Mathematical Modeling of Neural Dynamics and Brain Functions2013
- Author(s)
  Yuichi Katori
- Organizer
  The 3rd International Symposium on Innovative Mathematical Modelling
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Bifurcation analysis of Stochastic Inhomogeneous Neural Network with excitatory and inhibitory neurons2013
- Author(s)
  Takumi Sase, Yuichi Katori, Kazuyuki Aihara
- Organizer
  The 3rd International Symposium on Innovative Mathematical Modelling
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25730175
[Presentation] Associative Memory Network with Dynamic Synapses2013
- Author(s)
  Yuichi Katori
- Organizer
  International Conference on Cognitive Neurodynamics 2013
- Place of Presentation
  シグツーナ（スウェーデン）
- Data Source
  KAKENHI-PROJECT-25730175

1. 加藤秀行 (00733510)

# of Collaborated Projects: 4 results

# of Collaborated Products: 51 results
2. Yamamoto Hideaki (10552036)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
3. 堀尾喜彦 (60199544)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. 池口徹 (30222863)

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5. 佐藤茂雄 (10282013)

# of Collaborated Projects: 2 results

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6. 島田裕 (50734414)

# of Collaborated Projects: 2 results

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7. 深見俊輔 (60704492)

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8. 田向権 (90432955)

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# of Collaborated Products: 23 results
9. 松井鉄平 (10725948)

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# of Collaborated Products: 2 results
10. 正水芳人 (90608530)

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11. 徳田慶太 (50762176)

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# of Collaborated Products: 4 results
12. 保坂亮介 (80569210)

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13. 鈴木秀幸 (60334257)

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14. 藤原寛太郎 (00557704)

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25. 田中吉太郎 (80783977)

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26. PRAMANTA DINDA (50911393)

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27. 田中悠一朗 (70911288)

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32. 馬騰

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KATORI Yuichi 香取 勇一

Katori Yuichi 香取 勇一

Research Projects

Research Products

Co-Researchers

Extension and Development of Brainmorphic Computing Principle and Hardware

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Multicellular Neurobiocomputing (Administrative Group)

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Integrated information processing model of sensory-motor learning based on multicellular neural dynamicsPrincipal Investigator

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An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot

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Multicellular Neurobiocomputing (Administrative Group)

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Information Processing Models and Data Analysis Platforms for Multicellular NeurodynamicsPrincipal Investigator

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Development of Intelligence Robots Development of Intelligent Robots Controlled by Chemical Reaction of Substances

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Fundamentals and developments of brainmorphic computing hardware

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Computing based on pseudo-billiard dynamics in hypercube and its applicationsPrincipal Investigator

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Construction of a new mechanism of auditory information processing using high-dimensional nonlinear dynamicsPrincipal Investigator

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Dynamics of neural network with dynamic synapses and its applicationPrincipal Investigator

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[Book] Advances in Cognitive Neurodynamics (VI)2018

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[Book] 「脳の数理モデリング」 （『現象数理学入門』の中の章）2013

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KATORI Yuichi 香取勇一

Katori Yuichi 香取勇一

[Book] 「脳の数理モデリング」（『現象数理学入門』の中の章）2013

[Journal Article] 植物の映像情報を利用した風向風速推定法の提案～環境計算の原理検証～2023