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KATORI Yuichi  香取 勇一

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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 – 2024: 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) / Medium-sized Section 61:Human informatics and related fields
Keywords
Principal Investigator
リザバー計算 / レザバー計算 / ニューラルネットワーク / 脳型人工知能 / 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 / 動的予測符号化 … More / 大規模神経活動データ / 感覚・運動学習モデル / 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 / スパイキングニューラルネットワーク / 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 / ニューロモルフィック / 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 / ブレインモルフィックコンピューティング / 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
  • Research Projects

    (10 results)
  • Research Products

    (165 results)
  • Co-Researchers

    (30 People)
  •  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
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    # of Collaborated Products: 51 results
  • 2.  Yamamoto Hideaki (10552036)
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    # of Collaborated Products: 3 results
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    # of Collaborated Products: 2 results
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    # of Collaborated Products: 2 results
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    # of Collaborated Products: 0 results
  • 12.  鈴木 秀幸 (60334257)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  深見 俊輔 (60704492)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  藤原 寛太郎 (00557704)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  KURENKOV ALEKSANDR (80830645)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  森江 隆 (20294530)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 22 results
  • 17.  谷井 孝至 (20339708)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 18.  平野 愛弓 (80339241)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 19.  神谷 温之 (10194979)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 20.  河野 崇 (90447350)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 21.  平田 豊 (30329669)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 22.  藤原 直哉 (00637449)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 23.  櫻沢 繁 (40325890)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 24.  高木 清二 (80372259)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 25.  田中 吉太郎 (80783977)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 26.  PRAMANTA DINDA (50911393)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 27.  田中 悠一朗 (70911288)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 28.  末竹 規哲 (80334051)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 29.  虫明 元
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 30.  馬 騰
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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