Suetani Hiromichi 末谷大道

… Alternative Names

Researcher Number	40507167
Other IDs
External Links
Affiliation (Current)	2022: 大分大学, 理工学部, 教授
Affiliation (based on the past Project Information) *help	2017 – 2021: 大分大学, 理工学部, 教授 2014 – 2016: 大分大学, 工学部, 教授 2011 – 2013: 鹿児島大学, 理工学研究科, 准教授 2011: 鹿児島大学, 大学院・理工学研究科(理学系), 准教授 2011: 鹿児島大学, 大学院・理工学研究科, 准教授 2010: 鹿児島大学, 理工学研究科(理学系), 准教授
Review Section/Research Field	Principal Investigator Complex systems / Mathematical physics/Fundamental condensed matter physics / Mathematical Sciences in Search of New Cooperation / Basic Section 61040:Soft computing-related Except Principal Investigator Physical education / Complex systems / Statistical science / Medium-sized Section 62:Applied informatics and related fields
Keywords	Principal Investigator カオス / 多様体学習 / データ同化 / 神経回路網 / リザバー計算 / 脳波 / 複雑系科学 / 脳科学 / 視覚情報処理 / 再帰型神経回路網 … More Except Principal Investigator コンシステンシー / ノイズ / 脳波 / 機械学習 / 脳 / 神経情報処理 / ゆらぎ / 力学系 / 非線形 / 知覚運動連関 / 多変量時系列 / 時空間モデル / 時空間解析 / 情報幾何 / フラクタル次元 / アルゴリズム / モデル化 / モデリング / 分子動力学シミュレーション / レアイベント / 反応座標 / 多様体学習 / 時系列解析 / 分子シミュレーション / 主成分分析 / 生体系シミュレーション / ニューラルコンピューティング / 発達障害 / 視覚的注意 / 自閉症スペクトラム障害 / 注意欠陥・多動性障害 / ノイズ誘起 Less

Acquisition of Mathematical Concepts Through Neural Integration of Synchronic Informations in Cognitive ExperiencesPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2020 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Oita University
Characteristics of developmental disorders revealed by analyzing noise-induced EEG dynamics
- Principal Investigator
  
  Kitajo Keiichi
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 62:Applied informatics and related fields
- Research Institution
  National Institute for Physiological Sciences
Neural computation principle based on "stable chaos"; Toward understanding the dynamical aspects of visual attentionPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Oita University
A reservoir computing approach for the universality and individuality of human brain oscillationsPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Research Institution
  Oita University
A mathematical approach for Hebb's "phase sequence" scenario as chaotic self-organized criticalityPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Research Institution
  Oita University
Dynamical structure of memory and learning: an approach based on reservoir computingPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Oita University
Novel characterization of rare events in dynamic data and its application to biological time series
- Principal Investigator
  
  Fujisaki Hiroshi
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Nippon Medical School
A mathematical approach to decoding biological environment inside the brain using imaging mass spectrometryPrincipal Investigator
- Principal Investigator
  
  SUETANI Hiromichi
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Mathematical Sciences in Search of New Cooperation
- Research Institution
  Oita University
Nonlinear sparse modeling for high dimensional data by kernel methods
- Principal Investigator
  
  Akaho Shotaro
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  National Institute of Advanced Industrial Science and Technology
先行同期の獲得がもたらす未来の認識：生命の持つ主体性への力学系アプローチPrincipal Investigator
- Principal Investigator
  
  末谷大道
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Kagoshima University
Consistency of human brain response in perception-action coupling
- Principal Investigator
  
  KITAJO KEIICHI
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Physical education
- Research Institution
  The Institute of Physical and Chemical Research
Model Reduction for High-dimensional Nonlinear Chaotic Dynamical Systems Based on Kernel Multivariate AnalysisPrincipal Investigator
- Principal Investigator
  
  SUETANI Hiromichi
- Project Period (FY)
  2010 – 2011
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Mathematical physics/Fundamental condensed matter physics
- Research Institution
  Kagoshima University

All 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 Other

All Journal Article Presentation

[Journal Article] A manifold learning approach to mapping individuality of human brain oscillations through beta-divergence2020
- Author(s)
  Hiromichi Suetani, Keiichi Kitajo
- Journal Title
  
  Neuroscience Research
  
  Volume: 4373 Pages: 188-196
- DOI
  10.1016/j.neures.2020.02.004
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-15H05871, KAKENHI-PUBLICLY-18H04948, KAKENHI-INTERNATIONAL-15K21731, KAKENHI-PLANNED-15H05877
[Journal Article] Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir Computing2019
- Author(s)
  Hiromichi Suetani
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 11731 Pages: 76-81
- DOI
  10.1007/978-3-030-30493-5_7
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-18H05136, KAKENHI-PROJECT-19H04183
[Journal Article] A Manifold Learning Approach to Chart Human Brain Dynamics Using Resting EEG Signals2018
- Author(s)
  Hiromichi Suetani, Yoko Mizuno, Keiichi Kitajo
- Journal Title
  
  Unifying Themes in Complex Systems IX. ICCS 2018. Springer Proceedings in Complexity. Springer, Cham
  
  Volume: 9 Pages: 359-367
- DOI
  10.1007/978-3-319-96661-8_37
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Journal Article] Conformational change of a biomolecule studied by the weighted ensemble method: Use of the diffusion map method to extract reaction coordinates2018
- Author(s)
  Fujisaki Hiroshi、Moritsugu Kei、Mitsutake Ayori、Suetani Hiromichi
- Journal Title
  
  The Journal of Chemical Physics
  
  Volume: 149 Pages: 134112-134112
- DOI
  10.1063/1.5049420
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17KT0101, KAKENHI-PROJECT-16K00059
[Journal Article] Macroscopic reliability of chaos in recurrent neural networks: An approach based on canonical correlation analysis2016
- Author(s)
  H. Suetani
- Journal Title
  
  Proceedings of The 21st International Symposium on Artificial Life and Robotics (AROB 2016)
  
  Volume: 1 Pages: 545-548
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120011
[Journal Article] Identification of equivalent dynamics using ordinal pattern distributions2013
- Author(s)
  Ulrich Parlits, Hiromichi Suetani, Stefan Luther
- Journal Title
  
  The European Physical Journal Special Topics
  
  Volume: Vol.222, Issue 2 Pages: 553-568
- DOI
  10.1140/epjst/e2013-01859-2
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-24120713
[Journal Article] Manifold learning approach for chaos in the dripping2012
- Author(s)
  Hiromichi Suetani, Karin Soejima, Rei Matsuoka, Ulrich Parlitz, Hiroki Hata
- Journal Title
  
  Physical Review E
  
  Volume: Vol.86, No.3 Pages: 036209-036209
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-24120713
[Journal Article] A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems-An Application to Chaos in a Dripping Faucet2011
- Author(s)
  Hiromichi Suetani and Shotaro Akaho
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 6792巻 Pages: 277-284
- DOI
  10.1007/978-3-642-21738-8_36
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22740258
[Journal Article] 多様体学習による水滴系カオスの解析2011
- Author(s)
  末谷大道, 黒岩宏紀, 秦浩起
- Journal Title
  
  社団法人電子情報通信学会信学技報
  
  Volume: NLP2010-173 Pages: 57-62
- NAID
  110008689641
- Data Source
  KAKENHI-PROJECT-22740258
[Journal Article] A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems -An Application to Chaos in a Dripping Faucet-2011
- Author(s)
  Hiromichi Suetani, Shotaro Akaho
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 6792 Pages: 277-284
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] 安定カオスの大偏差原理的性質2021
- Author(s)
  末谷大道
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-PROJECT-19H04183
[Presentation] FORCE学習で発生するカオス的遍歴現象のLyapunov解析2020
- Author(s)
  末谷大道
- Organizer
  日本物理学会第75回年次大会
- Data Source
  KAKENHI-PUBLICLY-18H05136
[Presentation] リザバー計算による脳波モデリングと個人認証への応用2020
- Author(s)
  末谷大道、北城圭一
- Organizer
  第43回日本神経科学大会
- Data Source
  KAKENHI-PROJECT-19H04183
[Presentation] Chaotic itinerancy in reservoir computing2019
- Author(s)
  Hiromichi Suetani
- Organizer
  American Physical Society March Meeting 2019 (Boston, USA)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H05136
[Presentation] Manifold learning approach to individuality of human EEG signals through LogDet divergence of Phase Synchrony2019
- Author(s)
  Hiromichi Suetani
- Organizer
  16th International Conference on Complex Systems and Networks
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir Computing2019
- Author(s)
  Hiromichi Suetani
- Organizer
  28th International Conference on Artificial Neural Networks (ICANN 2019): Workshop and Special Sessions
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04183
[Presentation] Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir Computing2019
- Author(s)
  末谷大道
- Organizer
  生理研研究会「力学系の視点からの脳・神経回路の理解」
- Data Source
  KAKENHI-PUBLICLY-18H05136
[Presentation] Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir Computing2019
- Author(s)
  Hiromichi Suetani
- Organizer
  The 28th International Conference on Artificial Neural Networks ( ICANN 2019): Workshop and Special Sessions
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H05136
[Presentation] 多様体学習によるマウス脳質量顕微鏡イメージングデータの解析2019
- Author(s)
  末谷大道、衞藤史博、矢尾育子
- Organizer
  第４２回日本神経科学大会
- Data Source
  KAKENHI-PROJECT-16KT0134
[Presentation] A manifold learning approach to inter-individual variations in human brain dynamics2019
- Author(s)
  Hiromichi Suetani
- Organizer
  Data analysis and machine learning in dynamical systems
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] 多様体学習による安静時脳波の個人間多様性の解析2019
- Author(s)
  末谷大道, 水野蓉子, 北城圭一
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] トポロジカルな構造に着目したカオス的遍歴の多様体学習2019
- Author(s)
  末谷大道
- Organizer
  日本物理学会2019年秋季大会
- Data Source
  KAKENHI-PUBLICLY-18H05136
[Presentation] A manifold learning approach to inter-individual variations in human brain dynamics2019
- Author(s)
  Hiromichi Suetani and Keiichi Kitajo
- Organizer
  25th Annual Meeting of The Organization for Human Brain Mapping
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] 高次元空間に散らばる対象の隠れた構造を求めて2018
- Author(s)
  末谷大道
- Organizer
  研究会「第５回非線形現象の捉え方」
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Manifold learning of ordinal pattern distributions for identification of individuality of human brain dynamics using EEG signals at rest2018
- Author(s)
  Hiromichi Suetani, Yoko Mizuno, Keiichi Kitajo
- Organizer
  15th Experimental Chaos & Complexity conference (Madrid, Spain)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] Combining weighted ensemble method with Lyapunov weighted dynamics: Application to proteins2018
- Author(s)
  H. Fujisaki, K. Moritsugu, Y. Matsunaga, H. Suetani
- Organizer
  Biophysical Society Meeting 62nd Annual Meeting (San Francisco)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00059
[Presentation] A Manifold Learning Approach for Identification of Individuality using Resting EEG Signals2018
- Author(s)
  Hiromichi Suetani, Yoko Mizuno and Keiichi Kitajo
- Organizer
  62nd Annual Meeting of Biophysical Society (BPS 18)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Combining Weighted Ensemble Method and Lyapunov Weighted Dynamics: Application to Proteins2018
- Author(s)
  Hiroshi Fujisaki, Kei Moritsugu, Yasuhiro Matsunaga and Hiromichi Suetani
- Organizer
  62nd Annual Meeting of Biophysical Society (BPS 18)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] A Manifold Learning Approach to Chart Human Brain Dynamics Using Resting EEG Signals2018
- Author(s)
  Hiromichi Suetani, Yoko Mizuno, Keiichi Kitajo
- Organizer
  ICCS 2018: International Conference on Complex Systems IX (Boston, USA)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] 多様体学習による安静状態脳波信号の解析と個人認証への応用2018
- Author(s)
  末谷大道, 水野蓉子, 北城圭一
- Organizer
  日本物理学会2018年秋季大会
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] FORCE学習における遍歴ダイナミクスの発生とその解析2018
- Author(s)
  末谷大道
- Organizer
  日本物理学会第７３回年次大会
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Weighted ensemble simulations of biomolecules2018
- Author(s)
  H. Fujisaki, K. Moritsugu, A. Mitsutake, Y. Matsunaga, H. Suetani
- Organizer
  11th European Conference on Mathematical and Theoretical Biology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00059
[Presentation] Inter-individual differences in noise-induced brain dynamics2018
- Author(s)
  Keiichi Kitajo, Takumi Sase, Yoko Mizuno, Hiromichi Suetani
- Organizer
  The 24th Annual Meeting of the Organization for Human Brain Mapping (Singapore)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04948
[Presentation] A manifold learning approach to imaging mass spectrometry analysis in the mice brains2018
- Author(s)
  Hiromichi Suetani, Fumihiro Eto, Ikuko Yao
- Organizer
  48th Annual Meeting of the Society for Neuroscience 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0134
[Presentation] 高次元空間に散らばる対象の隠れた構造を求めて2018
- Author(s)
  末谷大道
- Organizer
  研究会「第５回非線形現象の捉え方」
- Data Source
  KAKENHI-PROJECT-16KT0134
[Presentation] Unravelling Individual Differences in Human Brain Dynamics2017
- Author(s)
  Keiichi Kitajo, Takumi Sase, Yoko Mizuno and Hiromichi Suetani
- Organizer
  5th INCF Japan Node International Workshop Advances in Neuroinformatics 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Echo State Networkによる脳コンシステンシー現象の解析2017
- Author(s)
  末谷大道　北城圭一
- Organizer
  日本物理学会第７２回年次大会
- Place of Presentation
  大阪大学（大阪府・豊中市）
- Year and Date
  2017-03-18
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] FORCE学習におけるカオス的遍歴現象のLyapunov解析2017
- Author(s)
  末谷大道
- Organizer
  日本物理学会2017年秋季大会
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Noise-induced nonlinear neural dynamics as an individual trait2017
- Author(s)
  Keiichi Kitajo, Takumi Sase, Yoko Mizuno and Hiromichi Suetani
- Organizer
  The 23rd Annual Meeting of the Organization for Human Brain Mapping
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Chaotic itinerancy in multiple patterns generation using FORCE-based neural network learning2017
- Author(s)
  Hiromichi Suetani
- Organizer
  Simulations Encounter with Data Science Data Assimilation, Emulators, Rare Events and Design
- Place of Presentation
  統計数理研究所（東京都・立川市）
- Year and Date
  2017-03-11
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Echo State Networkによる脳コンシステンシー現象の解析2017
- Author(s)
  末谷大道、北城圭一
- Organizer
  日本物理学会第72回年次大会
- Place of Presentation
  大阪大学（大阪府豊中市）
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] 脳機能を支える existing activity の多様さと柔軟さ－reservoir computingからのアプローチ－2017
- Author(s)
  末谷大道
- Organizer
  Perspectives of Nonlinear Phenomena in Random and Non-autonomous Dynamics
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] FORCE学習におけるカオス的遍歴現象のOrdinal Pattern解析2017
- Author(s)
  末谷大道
- Organizer
  研究会「第４回非線形現象の捉え方」
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] 生体分子の分子シミュレーションから反応座標をどう抜き出すか?2017
- Author(s)
  藤崎弘士，末谷大道，光武亜代理
- Organizer
  日本物理学会第 72 回年次大会
- Place of Presentation
  大阪大学
- Year and Date
  2017-03-17
- Data Source
  KAKENHI-PROJECT-16K00059
[Presentation] 重み付きアンサンブル法を用いたタンパク質のパスサンプリング2017
- Author(s)
  藤崎弘士，森次圭，末谷大道
- Organizer
  日本物理学会秋季大会（岩手大学）
- Data Source
  KAKENHI-PROJECT-16K00059
[Presentation] 生体分子の分子シミュレーションから反応座標をどう抜き出すか?2017
- Author(s)
  藤崎弘士、末谷大道、光武亜代理
- Organizer
  日本物理学会第72回年次大会
- Place of Presentation
  大阪大学（大阪府豊中市）
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Lyapunov Analysis of Chaotic Itinerancy in FORCE-based Neural Network Learning2017
- Author(s)
  Hiromichi Suetani
- Organizer
  XXXVII Dynamics Days Europ
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Assimilating Nonlinear Dynamics with Force-Learning : a Perspective from Chaotic Synchronization2017
- Author(s)
  Hiromichi Suetani
- Organizer
  The 2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Macroscopic reliability of high-dimensional chaos in recurrent neural Networks2016
- Author(s)
  Hiromichi Suetani
- Organizer
  XXXVI Dynamics Days Europe
- Place of Presentation
  Corfu Holiday Palace Hotel, Corfu (ギリシャ)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Individual differences in noise-induced human brain dynamics2016
- Author(s)
  Keiichi Kitajo, Takumi Sase, Yoko Mizuno, Hiromichi Suetani
- Organizer
  The 46th Annual Meeting of Society for Neuroscience
- Place of Presentation
  San Diego Convention Center, San Diego (米国)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Generation of coherent patterns and chaotic itinerancy in random recurrent neural networks based on FORCE-learning2016
- Author(s)
  Hiromichi Suetani
- Organizer
  International Conference on Control of Complex Systems and Networks 2016
- Place of Presentation
  Hotel Steigenberger Grandhotel and Spa, Heringsdorf(ドイツ)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] echo state networkによる粒子フィルタの構成とカオス力学系への応用2016
- Author(s)
  末谷大道、高見利也
- Organizer
  日本物理学会2016年秋季大会
- Place of Presentation
  金沢大学 (石川県金沢市)
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Generation of coherent patterns and chaotic itinerancy in random recurrent neural networks based on FORCE-learning2016
- Author(s)
  Hiromichi Suetani
- Organizer
  International Conference on Control of Complex Systems and Networks 2016
- Place of Presentation
  Heringsdorf (Germany)
- Year and Date
  2016-09-07
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Chaotic itinerancy in multiple patterns generation using FORCE-based neural network learning2016
- Author(s)
  Hiromichi Suetani
- Organizer
  Dynamics Days Asia-Pacific 9
- Place of Presentation
  香港 (中国)
- Year and Date
  2016-12-15
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] echo state networkによる粒子フィルタの構成とカオス力学系への応用2016
- Author(s)
  末谷大道、高見利也
- Organizer
  日本物理学会2016年秋季大会
- Place of Presentation
  金沢大学（石川県・金沢市）
- Year and Date
  2016-09-16
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Consistency and individuality of human brain responses to noisy visual inputs2016
- Author(s)
  Keiichi Kitajo, Takumi Sase, Yoko Mizuno, Hiromichi Suetani
- Organizer
  第39回日本神経科学大会
- Place of Presentation
  パシフィコ横浜（神奈川県横浜市）
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] ランダム神経回路網によるカオス力学系の学習と一般化同期2016
- Author(s)
  末谷大道
- Organizer
  日本物理学会2016年秋季大会
- Place of Presentation
  金沢大学 (石川県金沢市)
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Discovering consistency in human brain activities with noisy visual inputs using reservoir kernel machines2016
- Author(s)
  Hiromichi Suetani Yuko Mizuno and Keiichi Kitajo
- Organizer
  The 46th Annual Meeting of Society for Neuroscience
- Place of Presentation
  San Diego Convention Center, San Diego (米国)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Chaotic itinerancy in multiple patterns generation using FORCE-based neural network learning2016
- Author(s)
  Hiromichi Suetani
- Organizer
  Dynamics Days Asia-Pacific 9
- Place of Presentation
  Hong Kong Baptist University, 香港（中国）
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] 神経ネットワーク系におけるノイズに対する集団的な再現性について2016
- Author(s)
  末谷大道
- Organizer
  日本物理学会第71回年次大会
- Place of Presentation
  東北学院大学（宮城県仙台市）
- Year and Date
  2016-03-19
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] ランダム神経回路網によるカオス力学系の学習と一般化同期2016
- Author(s)
  末谷大道
- Organizer
  日本物理学会2016年秋季大会
- Place of Presentation
  金沢大学（石川県・金沢市）
- Year and Date
  2016-09-13
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Discovering consistency in human brain activities with noisy visual inputs using reservoir kernel machines2016
- Author(s)
  Hiromichi Suetani, Yuko Mizuno and Keiichi Kitajo
- Organizer
  The 46th Annual Meeting of Society for Neuroscience
- Place of Presentation
  San Diego (USA)
- Year and Date
  2016-11-16
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01617
[Presentation] Reliability at a macroscopic level in recurrent neural networks: An approach based on canonical correlation analysis2015
- Author(s)
  H. Suetani
- Organizer
  The 45th Annual Meeting of Society for Neuroscience
- Place of Presentation
  Chicago, USA
- Year and Date
  2015-10-17
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Manifold Learning Approach for Modelling Collective Chaos in High-Dimensional Dynamical Systems2015
- Author(s)
  H. Suetani
- Organizer
  SIAM Conference on Applications of Dynamical Systems
- Place of Presentation
  Snowbird, USA
- Year and Date
  2015-05-17
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Weak sensitivity to initial conditions for generating temporal patterns in recurrent neural networks: A reservoir computing approach2014
- Author(s)
  H. Suetani
- Organizer
  Interdisciplinary Symposium on Complex Systems
- Place of Presentation
  University of Florence, Florence, Italy
- Year and Date
  2014-09-15
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Canonical correlation analysis for collective activities of recurrent neural networks in reaching movement generation based on force-learning2014
- Author(s)
  H. Suetani
- Organizer
  Neuroscience 2014
- Place of Presentation
  WALTER E. WASHINGTON CONVENTION CENTER, Washington D.C., US
- Year and Date
  2014-11-16
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Consistency of human brain response to noisy visual inputs2014
- Author(s)
  Keiichi Kitajo, Hiromichi Suetani
- Organizer
  2014 International Symposium on Nonlinear Theory and its Applications (NOLTA2014)
- Place of Presentation
  Luzern, Switzerland
- Invited
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] “Weak” Chaos for Generating Temporal Patterns in Recurrent Neural Networks: A Reservoir-computing Approach2014
- Author(s)
  H. Suetani
- Organizer
  XXXIV Dynamics Days Europe
- Place of Presentation
  The University of Bayreuth, Bayreuth, Germany
- Year and Date
  2014-09-08
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] ランダム神経回路による時系列パターンの記憶・生成と汎化能力の獲得について2014
- Author(s)
  末谷大道
- Organizer
  統計数理研究所研究会　神経科学と統計科学の対話４
- Place of Presentation
  統計数理研究所（東京都）
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] ランダム神経回路による時系列パターンの記憶・生成と汎化能力の獲得について2014
- Author(s)
  末谷大道
- Organizer
  統計数理研究所研究会神経科学と統計科学の対話4
- Place of Presentation
  統計数理研究所(東京都)
- Year and Date
  2014-03-17
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] Consistency of human brain response to noisy visual inputs2014
- Author(s)
  Keiichi Kitajo, Hiromichi Suetani
- Organizer
  2014 International symposium on nonlinear theory and it's applications
- Place of Presentation
  Luzern, Switzerland
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] Emergence of chaotic itinerancy for recalling reliable and precise timing patterns in recurrent neural networks: A FORCE-learning Approach2013
- Author(s)
  Hiromichi Suetani
- Organizer
  Neuroscience 2013
- Place of Presentation
  San Diego, USA
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] Emergence of Chaotic Itinerancy for Recalling Reliable and Precise Timing Patterns in Recurrent Neural Networks : A FORCE-learning Approach2013
- Author(s)
  Hiromichi Suetani
- Organizer
  Neuroscience 2013
- Place of Presentation
  San Diego, USA
- Year and Date
  2013-11-09
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] カオス結合系としての粒子フィルタとその解析2013
- Author(s)
  末谷　大道
- Organizer
  日本物理学会　第68回年次大会
- Place of Presentation
  広島大学
- Year and Date
  2013-03-27
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] カオス結合系の同期・非同期ダイナミクスとその数理2012
- Author(s)
  末谷　大道
- Organizer
  結合系セミナー
- Place of Presentation
  京都大学
- Year and Date
  2012-07-03
- Invited
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] 結合ニューロン系における出力のコンシステンシーについて／Network Consistency of Coupled Neurons: A Numerical Simulation Study2012
- Author(s)
  末谷大道　北城圭一
- Organizer
  第35回日本神経科学大会
- Place of Presentation
  名古屋国際会議場
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] A Manifold Learning Approach for Assimilating Chaotic Dynamical Systems2012
- Author(s)
  Hiromichi Suetani
- Organizer
  Dynamics days 2012
- Place of Presentation
  Sheraton Inner Harbor Hotel (Baltimore Maryland America)
- Year and Date
  2012-01-09
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation]2012
- Author(s)
  末谷大道, 北城圭一
- Organizer
  第35回日本神経科学大会
- Place of Presentation
  名古屋国際会議場 (名古屋市)
- Year and Date
  2012-09-21
- Data Source
  KAKENHI-PROJECT-23300218
[Presentation] Manifold learning approach for chaos in the dripping faucet2012
- Author(s)
  Hiromichi Suetani
- Organizer
  Dynamics Days Europe 2012
- Place of Presentation
  University of Gothenburg. Sweden
- Year and Date
  2012-09-06
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] A Manifold Learning Approach for Assimilating Chaotic Dynamical Systems2012
- Author(s)
  Hiromichi Suetani
- Organizer
  Dynamics days 2012
- Place of Presentation
  Sheraton Inner Harbor Hotel/Baltimore Maryland America
- Year and Date
  2012-01-09
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] カーネル法による水滴カオスの解析2011
- Author(s)
  末谷大道, 黒岩宏紀, 秦浩起
- Organizer
  日本物理学会第66回年次大会
- Place of Presentation
  新潟大学
- Year and Date
  2011-03-28
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] 水滴落下に対するバネ-質点モデルの修正と多様体学習による解析2011
- Author(s)
  末谷大道, 黒岩宏紀, 秦浩起
- Organizer
  2011年物理学会秋季大会
- Place of Presentation
  富山大学
- Year and Date
  2011-09-22
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems -An Application to Chaos in a Dripping Faucet-2011
- Author(s)
  Hiromichi Suetani, Shotaro Akaho
- Organizer
  The International Conference on Artificial Neural Networks (ICANN) 2011
- Place of Presentation
  Aalto University/Finland
- Year and Date
  2011-06-15
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] Manifold Learning Approach for Reconstructing Internal States from Partially Observed Data : An Application to Assimilating Series of Events Generated from Nonlinear Dynamical Systems2011
- Author(s)
  Hiromichi Suetani, Aiko Ideta, Shotaro Akaho, D. Engster, and U. Parlitz
- Organizer
  5th International Scientific Conference on Physics and Control
- Place of Presentation
  Physcon 2011(University of Leon/Spain)
- Year and Date
  2011-09-08
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] Manifold Learning Approach for Reconstructing Internal States from Partially Observed Data : An Application to Assimilating Series of Events Generated from Nonlinear Dynamical Systems2011
- Author(s)
  Hiromichi Suetani, Aiko Ideta, Shotaro Akaho, D.Engster, U.Parlitz
- Organizer
  5th International Scientific Conference on Physics and Control (Physcon 2011)
- Place of Presentation
  University of Leon/Spain
- Year and Date
  2011-09-08
- Data Source
  KAKENHI-PROJECT-22740258
[Presentation] 大自由度カオス力学系における集団現象へのデータ駆動型アプローチ
- Author(s)
  末谷大道
- Organizer
  日本物理学会第７０回年次大会
- Place of Presentation
  早稲田大学，東京
- Year and Date
  2015-03-21 – 2015-03-24
- Data Source
  KAKENHI-PLANNED-25120011
[Presentation] Geometry of Dynamic Movement Primitives in Neural Space: A FORCE-learning Approach
- Author(s)
  末谷　大道
- Organizer
  2013年度包括脳ネットワーク夏のワークショップ
- Place of Presentation
  名古屋国際会議場（名古屋市）
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] 先行同期の獲得がもたらす未来の認識：生命の持つ主体性への力学系アプローチ
- Author(s)
  末谷　大道
- Organizer
  新学術領域「伝達創成機構」2013年度第2回全体会議
- Place of Presentation
  日本科学未来館（東京都）
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] 先行同期の獲得がもたらす未来の認識：生命の持つ主体性への力学系アプローチ
- Author(s)
  末谷　大道
- Organizer
  新学術領域「伝達創成機構」2013年度第1回全体会議
- Place of Presentation
  京都大学（京都市）
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] Geometry of Dynamic Movement Primitives in Neural Space: A FORCE-Learning Approach
- Author(s)
  Hiromichi Suetani
- Organizer
  International Conference on Cognitive Neurodynamics 2013 (ICCN2013)
- Place of Presentation
  Sigtuna(Sweden)
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] ランダム神経回路による時系列パターンの記憶・生成と汎化能力の獲得について
- Author(s)
  末谷　大道
- Organizer
  統計数理研究所研究会　神経科学と統計科学の対話４
- Place of Presentation
  統計数理研究所（立川市）
- Data Source
  KAKENHI-PUBLICLY-24120713
[Presentation] Emergence of Chaotic Itinerancy for Recalling Reliable and Precise Timing Patterns in Recurrent Neural Networks: A FORCE-learning Approach
- Author(s)
  Hiromichi Suetani
- Organizer
  Ｎeuroscience 2013
- Place of Presentation
  San Diego(US)
- Data Source
  KAKENHI-PUBLICLY-24120713

1. KITAJO KEIICHI (70302601)

# of Collaborated Projects: 3 results

# of Collaborated Products: 6 results
2. Akaho Shotaro (40356340)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. Fujisaki Hiroshi (60573243)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
4. 麻生英樹 (10344194)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 日野英逸 (10580079)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 矢尾育子 (60399681)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
7. 座間拓郎 (30825469)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 河西哲子 (50241427)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. Mitsutake Ayori

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
10. Moritsugu Kei

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
11. Matsunaga Yasuhiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

Suetani Hiromichi 末谷 大道

SUETANI Hiromichi 末谷 大道

Research Projects

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Co-Researchers

Acquisition of Mathematical Concepts Through Neural Integration of Synchronic Informations in Cognitive ExperiencesPrincipal Investigator

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Characteristics of developmental disorders revealed by analyzing noise-induced EEG dynamics

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Neural computation principle based on "stable chaos"; Toward understanding the dynamical aspects of visual attentionPrincipal Investigator

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A reservoir computing approach for the universality and individuality of human brain oscillationsPrincipal Investigator

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A mathematical approach for Hebb's "phase sequence" scenario as chaotic self-organized criticalityPrincipal Investigator

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Dynamical structure of memory and learning: an approach based on reservoir computingPrincipal Investigator

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Novel characterization of rare events in dynamic data and its application to biological time series

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A mathematical approach to decoding biological environment inside the brain using imaging mass spectrometryPrincipal Investigator

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Nonlinear sparse modeling for high dimensional data by kernel methods

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先行同期の獲得がもたらす未来の認識：生命の持つ主体性への力学系アプローチPrincipal Investigator

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Consistency of human brain response in perception-action coupling

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Model Reduction for High-dimensional Nonlinear Chaotic Dynamical Systems Based on Kernel Multivariate AnalysisPrincipal Investigator

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[Journal Article] A manifold learning approach to mapping individuality of human brain oscillations through beta-divergence2020

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Suetani Hiromichi 末谷大道

SUETANI Hiromichi 末谷大道