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Exploration of mathematical Basis of Self-reorganization of Neural Networks

Planned Research

Project AreaNon-linear Neuro-oscillology: Towards Integrative Understanding of Human Nature
Project/Area Number 15H05878
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Complex systems
Research InstitutionChubu University (2017-2019)
Hokkaido University (2015-2016)

Principal Investigator

TSUDA Ichiro  中部大学, 創発学術院, 教授 (10207384)

Co-Investigator(Kenkyū-buntansha) 伊藤 浩之  京都産業大学, 情報理工学部, 教授 (80201929)
Project Period (FY) 2015-06-29 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥61,100,000 (Direct Cost: ¥47,000,000、Indirect Cost: ¥14,100,000)
Fiscal Year 2019: ¥12,870,000 (Direct Cost: ¥9,900,000、Indirect Cost: ¥2,970,000)
Fiscal Year 2018: ¥13,000,000 (Direct Cost: ¥10,000,000、Indirect Cost: ¥3,000,000)
Fiscal Year 2017: ¥13,000,000 (Direct Cost: ¥10,000,000、Indirect Cost: ¥3,000,000)
Fiscal Year 2016: ¥13,000,000 (Direct Cost: ¥10,000,000、Indirect Cost: ¥3,000,000)
Fiscal Year 2015: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Keywords拘束条件付き自己組織化 / てんかん脳波 / ニューロフィードバック / カオス力学系 / パワースペクトル / ゆらぎ / 相互情報量 / 最適化問題 / 自己再組織化 / 視覚性幻覚 / バイオマーカー / クローズド・ループ・フィードバック / ニューロンオペラント条件付け / 非線形力学系 / 複雑系解析 / 自己組織化 / 神経科学 / 脳・神経 / 力学系 / 計算論的神経科学 / 最適制御 / 視覚情報処理 / 拘束条件付き自己組織化理論 / カオス解析 / 幻覚・錯視 / 複雑系数理モデル / 非線形振動子 / ネットワーク自己再組織化 / ニューロンオペランド条件付け / ニューロンオペランオ条件付け
Outline of Final Research Achievements

We aimed to propose bio-markers for epileptic seizures and also for complex visual hallucinations that patients of dementia with Lewy bodies can see. For this purpose, we established a mathematical theory for self-organization with constraints, and neuro-feedback systems with animals, which detect circular causality between microscopic and macroscopic states of neural activity by means of interactions with environment. Based on these theoretical and experimental frameworks, we found the appearance of dynamical systems with a few degrees of freedom and reduction of fluctuations of power spectrum, which can be bio-markers of epileptic seizures. We also found abnormal synaptic learning in self-reorganization processes, which can provide a neural mechanism of network diseases.

Academic Significance and Societal Importance of the Research Achievements

てんかん患者の脳波データの数理解析によっててんかん発作直前と発作間欠期の脳波異常を定量化し、てんかん発作のバイオマーカーとなりうる指標を提案したところに学術的意義とともに社会的インパクトがある。また、レビー小体型認知症患者が経験する人や動物などの視覚性幻覚の神経機構として、拘束条件の下での自己再組織化過程における注意異常とともにシナプス学習異常を提案したことは学術的意義が高く、ネットワーク病態の一つを明らかにしたという意味において社会的意義が高い。さらに、脳と環境とのニューロフィードバック系を確立したことは、ブレイン・マシーンインターフェイス研究に大きなインパクトを与え、学術的意義は大きい。

Report

(6 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (114 results)

All 2020 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (3 results) Journal Article (26 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 20 results,  Open Access: 6 results,  Acknowledgement Compliant: 2 results) Presentation (69 results) (of which Int'l Joint Research: 23 results,  Invited: 49 results) Book (12 results) Remarks (4 results)

  • [Int'l Joint Research] ニューカッスル大学/キングズカレッジ ロンドン(英国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ニューカッスル大学(英国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] ルードビッヒ・マキシミリアン大学ミュンヘン校(ドイツ)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Mathematical structures for epilepsy: High-frequency oscillation and interictal epileptic slow (red slow).2020

    • Author(s)
      Namiki, T., Tsuda, I., Tadokoro, S., Kajikawa, S., Kunieda, T., Matsumoto, R., Matsuhashi, M., Ikeda, A.
    • Journal Title

      Neurosci Res

      Volume: - Pages: 178-187

    • DOI

      10.1016/j.neures.2019.11.008

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A mathematical model for neuronal differentiation in terms of an evolved dynamical system2020

    • Author(s)
      Watanabe Hiroshi, Ito Takao, Tsuda Ichiro
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 206-216

    • DOI

      10.1016/j.neures.2020.02.003

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Self-reorganization of neuronal activation patterns in the cortex under brain-machine interface and neural operant conditioning2020

    • Author(s)
      H.Ito, S.Fujiki, Y.Mori, K.Kansaku
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 23-28

    • DOI

      10.1016/j.neures.2020.03.008

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 認知課題における視線情報がミラーニューロンシステムに及ぼす影響2020

    • Author(s)
      物部太夢、伊藤浩之
    • Journal Title

      電子情報通信学会信学技報 IEICE Technical Report

      Volume: NC2019-83 Pages: 11-16

    • Related Report
      2019 Annual Research Report
  • [Journal Article] A Three-modules Scenario in An Interpretation of Visual Hallucination in Dementia With Lewy Bodies and Preliminary Results of Computer Experiments2019

    • Author(s)
      Nara Shigetoshi, Fjii Hiroshi, Tsukada Hiromishi, Tsuda Ichiro
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks,2019

      Volume: - Pages: 1-8

    • DOI

      10.1109/ijcnn.2019.8851916

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Constrained chaos in three-module neural network enables to execute multiple tasks2019

    • Author(s)
      Nara Shigetoshi, Soma Ken-ichiro, Yamaguchi Yutaka, Tsuda Ichiro
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 217-224

    • DOI

      10.1016/j.neures.2019.11.009

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複雑系ー物理学の新しい地平2019

    • Author(s)
      津田一郎
    • Journal Title

      日本物理学会誌

      Volume: 74 Pages: 384-385

    • NAID

      130007733418

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Assessing the impacts of correlated variability with dissociated timescales2019

    • Author(s)
      T.Takahashi, Y.Maruyama, H.Ito and K.Miura
    • Journal Title

      eNeuro

      Volume: 6, 0395-18 Issue: 1 Pages: 1-16

    • DOI

      10.1523/eneuro.0395-18.2019

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ネコ視覚皮質での多細胞活動を用いた刺激方位推定 -発火数相関の効果-2019

    • Author(s)
      幸野怜歩、森理也、伊藤浩之
    • Journal Title

      電子情報通信学会信学技報 IEICE Technical Report

      Volume: NC2018-76 Pages: 175-180

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 非線形物理学からみたニューラルネットワークの学習2018

    • Author(s)
      伊藤浩之、青柳富誌生
    • Journal Title

      学会誌「人工知能」

      Volume: 第33巻第4号 Pages: 403-411

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Finding mathematics in dynamics of the brain: Walter Freeman as an outstanding applied mathematician2018

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Journal of Consciousness Studies

      Volume: 25 Pages: 121-130

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Computational theory for constrained self-organization in neural systems and its applications2017

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Advances in Neuroinformatics V

      Volume: V

    • DOI

      10.14931/aini2017.kl.3

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Mathematical Structures in the Brain Dynamics of Epilepsy2017

    • Author(s)
      Takao Namiki and Ichiro Tsuda
    • Journal Title

      Advances in Neuroinformatics V

      Volume: V

    • DOI

      10.14931/aini2017.osiv.4

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Design of multielectrode arrays for uniform sampling of differently orientations of tuned unit populations in the cat visual cortex2017

    • Author(s)
      Yoshiko Maruyama and Hiroyuki Ito
    • Journal Title

      Neuroscience Research

      Volume: 印刷中 Pages: 51-63

    • DOI

      10.1016/j.neures.2017.04.004

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Self-Organization with Constraints―A Mathematical Model for Functional Differentiation2016

    • Author(s)
      Ichiro Tsuda, Yutaka Yamaguti and Hiroshi Watanabe
    • Journal Title

      Entropy

      Volume: 18 Issue: 3 Pages: 74-74

    • DOI

      10.3390/e18030074

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] How can we see things that are not there?2016

    • Author(s)
      Daniel Collerton, John-Paul Taylor, Ichiro Tsuda, Hiroshi Fujii, Shigetoshi Nara, Kazuyuki Aihara, Yuichi Katori
    • Journal Title

      Journal of Consciousnes Studies

      Volume: 23 Pages: 195-227

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] On the Role of Chaotic Neural Activity in a Priori Concept of Time2016

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Advances in Cognitive Neurodynamics

      Volume: 9 Pages: 723-725

    • DOI

      10.1007/978-981-10-0207-6_97

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Concept of Spatiotemporal Attractors2016

    • Author(s)
      Hiromichi Tsukada, Ichiro Tsuda
    • Journal Title

      Advances in Cognitive Neurodynamics

      Volume: 9 Pages: 749-753

    • DOI

      10.1007/978-981-10-0207-6_101

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational model of visual hallucination in dementia with Lewy bodies2015

    • Author(s)
      Hiromichi Tsukada, Hiroshi Fujii, Kazuyuki Aihara, Ichiro Tsuda
    • Journal Title

      Neural Networks

      Volume: 62 Pages: 73-82

    • DOI

      10.1016/j.neunet.2014.09.001

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Chaotic itinerancy and its roles in cognitive neurodynamics2015

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Current Opinion in Neurobiology

      Volume: 31 Pages: 67-71

    • DOI

      10.1016/j.conb.2014.08.011

    • NAID

      120005732983

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Logic dynamics for deductive inference ― Its stability and neural basis2015

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Chaos, Information Processing and Paradoxical Games: The legacy of John S Nicolis

      Volume: Chapter 17 Pages: 355-373

    • DOI

      10.1142/9789814602136_0017

    • ISBN
      9789814602129, 9789814602136
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A New Work Mechanism on Neuronal Activity.2015

    • Author(s)
      Rubin Wang, Ichiro Tsuda, Zhikang Zhang
    • Journal Title

      International Journal of Neural Systems

      Volume: 25 Issue: 03 Pages: 1450037-1450037

    • DOI

      10.1142/s0129065714500373

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Self-organization of a Second Kind: General Scope and a Cortical Case Study2015

    • Author(s)
      Ichiro Tsuda
    • Journal Title

      Advances in Cognitive Neurodynamics

      Volume: 1 Pages: 13-15

    • DOI

      10.1007/978-981-10-0207-6_3

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Memory Retrieval by Means of Frequency Division Multiplexing2015

    • Author(s)
      Hiromichi Tsukada, Ichiro Tsuda
    • Journal Title

      Advances in Cognitive Neurodynamics

      Volume: 9 Pages: 755-760

    • DOI

      10.1007/978-981-10-0207-6_102

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 金銭的動機が反応促進に与える効果の検討 -課題成績と脳波の分析-2015

    • Author(s)
      木村 拓哉,奥田 次郎
    • Journal Title

      信学技報

      Volume: 115 Pages: 13-18

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 簡易脳波計による脳波情報の弁別精度の検討2015

    • Author(s)
      中西 航平,奥田 次郎
    • Journal Title

      信学技報

      Volume: 115 Pages: 19-24

    • Related Report
      2015 Annual Research Report
  • [Presentation] 機能分化の発展力学系2020

    • Author(s)
      津田一郎
    • Organizer
      JAISTセミナー
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Decoding of stimulus orientations by neuron populations in Cat visual cortex -Contribution of spike count correlation-2020

    • Author(s)
      H.Ito, Y.Mori
    • Organizer
      The 6th CiNet Conference: Brain-Machine Interface -Medical Engineering based on Neuroscience
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 認知課題における視線情報がミラーニューロンシステムに及ぼす影響2020

    • Author(s)
      物部太夢、伊藤浩之
    • Organizer
      電子情報通信学会NC研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 機械から生命へいたる拘束条件付き自己組織化2019

    • Author(s)
      津田一郎
    • Organizer
      RIMS共同研究
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 変分原理による脳の機能分化の条件2019

    • Author(s)
      津田一郎
    • Organizer
      RIMS共同研究
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 自律・創発・汎用アーキテクチャ2019

    • Author(s)
      津田一郎
    • Organizer
      第33回人工知能学会全国大会(OS-4パネル討論セッション)
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] A dynamical principle of functional differentiation: a mathematical point of view2019

    • Author(s)
      津田一郎
    • Organizer
      International Joint Conference on Neural Networks 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A three-module scenario in an interpretation of visual hallucination in dementia with Lewy bodies and preliminary results of computer experiments2019

    • Author(s)
      S. Nara, H. Tsukada, H. Fujii, and I. Tsuda
    • Organizer
      International Joint Conference on Neural Networks 2019(IJCNN2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 拘束条件付き自己組織化と機能分化2019

    • Author(s)
      津田一郎
    • Organizer
      幼・小児の成長期における脳機能の発達に関する多領域共同研究
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Mathematical modelling for functional differentiation2019

    • Author(s)
      I. Tsuda
    • Organizer
      Dynamic Brain Forum II, The 7th International Congress on Cognitive Neurodynamics (ICCN2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 拘束条件付き自己組織化の典型例としての脳の機能分化とその数理モデル2019

    • Author(s)
      津田一郎
    • Organizer
      岐阜数理科学研究会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] An exploration of the principle of functional differentiation in the brain: mathematical models.2019

    • Author(s)
      I. Tsuda
    • Organizer
      International Symposium on Oscillology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 脳の機能分化の神経機構解明のための変分原理による発展力学系2019

    • Author(s)
      津田一郎
    • Organizer
      「力学系の視点からの脳・神経回路の理解」生理学研究所研究会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 脳と心の創発について2019

    • Author(s)
      津田一郎
    • Organizer
      早稲田大学理工学部表現工学科セミナー
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] A dynamical principle of functional differentiation in the brain: A mathematical point of view2019

    • Author(s)
      I. Tsuda
    • Organizer
      OIST seminar in Tani Lab.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 心とは何かから考える知性としての「健康」2019

    • Author(s)
      桜田一洋、 津田一郎 、石原正康、森村繭子
    • Organizer
      理研横浜シンポジウム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Development of multi-tetrode array with integrated miniature manipulator derive2019

    • Author(s)
      Y.Mori, H.Ito
    • Organizer
      42th Annual meeting of Japan Society of Neuroscience
    • Related Report
      2019 Annual Research Report
  • [Presentation] Decoding of stimulus orientations by neuron populations in Cat visual cortex -Contribution of spike count correlation-2019

    • Author(s)
      H.Ito, R.Kohno, Y.Maruyama, Y.Mori
    • Organizer
      42th Annual meeting of Japan Society of Neuroscience
    • Related Report
      2019 Annual Research Report
  • [Presentation] Emerging interactions yielding functional differentiation2019

    • Author(s)
      Ichiro Tsuda
    • Organizer
      The 1st International Symposium on Symbiotic Intelligent Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 心はすべて数学である2019

    • Author(s)
      津田一郎
    • Organizer
      数学の創成:生命と社会の理(ことわり)のために
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Artificial mind, real brain: are they commensurable? Emerging Perspective Program2019

    • Author(s)
      津田一郎
    • Organizer
      互いに矛盾する分散制御と中枢制御の数理神経科学的融合3
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 複雑系科学からの創発AI-人工の心と現実の脳は対話可能か?2019

    • Author(s)
      津田一郎
    • Organizer
      大阪大学浅田稔教授退職記念国際シンポジウム
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ネコ視覚皮質での多細胞活動を用いた刺激方位推定 -発火数相関の効果-2019

    • Author(s)
      幸野怜歩、森 理也、伊藤浩之
    • Organizer
      電子情報通信学会NC研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 創発インタラクション:ダイナミクスが生みだす知の可能性2018

    • Author(s)
      津田一郎
    • Organizer
      シンギュラリティーサロン(東京)
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 創発インタラクション:ダイナミクスが生みだす知の可能性2018

    • Author(s)
      津田一郎
    • Organizer
      シンギュラリティーサロン(大阪)
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 創発インタラクションの可能性:脳科学に基づく創発型人工知能を目指して2018

    • Author(s)
      津田一郎
    • Organizer
      第32回人工知能学会オーガナイズドセッション「自律・創発・汎用AIアーキテクチャー」
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 創発インタラクションの意義:機能分化に対する変分原理と数理モデル2018

    • Author(s)
      津田一郎
    • Organizer
      全脳アーキテクチャー勉強会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Science of complex systems: mathematical point of view. Invited talk. Chubu University International Conference on Seeking for a New Conception of Science2018

    • Author(s)
      Ichiro Tsuda
    • Organizer
      The Future of Scientific Culture in East Asia
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 脳と心の創発インタラクションと発達:人工の心と自然の脳は対話可能か2018

    • Author(s)
      津田一郎
    • Organizer
      日本発達神経科学学会第7回学術集会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 拘束条件付き自己組織化理論の展開:脳神経ダイナミクスと創発AI2018

    • Author(s)
      津田一郎
    • Organizer
      関西医科大学大学院講座
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 拘束条件付き自己組織化:その枠組みと脳の機能分化への応用2018

    • Author(s)
      津田一郎
    • Organizer
      物理学会九州支部例会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 拘束条件の意味と具体化2018

    • Author(s)
      津田一郎
    • Organizer
      RIMS共同研究「Mathematical Analysis of Self-organization with Constraints」
    • Related Report
      2018 Annual Research Report
  • [Presentation] 発作時直流緩電位(Ictal DC shifts)の類型化の試み:時定数10秒と2秒の比較とクラスター解析の試み2018

    • Author(s)
      梶川駿介、松橋眞生、小林勝哉、人見健文、大封昌子、山尾幸広、菊池隆幸、吉田和道、國枝武治、行木孝夫、津田一郎、松本理器、高橋良輔、池田昭夫
    • Organizer
      日本臨床神経生理学会学術集会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Assessing the impacts of correlated V1 activities with different mechanisms2018

    • Author(s)
      T.Takahashi, Y.Maruyama, H.Ito and K.Miura
    • Organizer
      Society for Neuroscience 2018 Annual meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] From Heart to Brain- Exploring Causality in Brain by Brain-Machine Interface.2018

    • Author(s)
      Hiroyuki.Ito
    • Organizer
      Leon Glass and Michael Mackey Diamond Symposium: Nonlinear Mathematics in Medicine and Biology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ネコ視覚皮質での多細胞活動を用いた刺激方位推定 -発火数相関の効果-2018

    • Author(s)
      幸野怜歩、森 理也、伊藤浩之
    • Organizer
      視覚科学フォーラム2018 第22回研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Toward the interpretation of DLB hallucinations in terms of variational principle2018

    • Author(s)
      Ichiro Tsuda
    • Organizer
      Neural Mechanisms of the DLB Hallucinations and Mathematical Modelling
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 拘束条件付き自己組織化理論とその脳科学への応用2018

    • Author(s)
      津田一郎
    • Organizer
      TFC Workshop, Emerging Perspective Program「互いに矛盾する分散制御と中枢制御の数理神経科学的融合」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Finding mathematical structures in the brain dynamics: Theory and its application2017

    • Author(s)
      行木孝夫
    • Organizer
      第94回日本生理学会大会
    • Place of Presentation
      アクトシティ浜松(静岡県浜松市)
    • Year and Date
      2017-03-28
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Variational principle, hermeneutics and visual hallucinations2017

    • Author(s)
      津田一郎
    • Organizer
      Brain structure and dynamics in Lewy body disorders with reference to visual hallucinations
    • Place of Presentation
      ニューカッスル・アポン・タイン、イギリス
    • Year and Date
      2017-03-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Finding math embedded into brain dynamics as universal mind2017

    • Author(s)
      津田一郎
    • Organizer
      脳と心のメカニズム
    • Place of Presentation
      ルスツリゾート(北海道虻田郡留寿都村)
    • Year and Date
      2017-01-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Computational theory for constrained self-organization in neural systems and its applications2017

    • Author(s)
      Ichiro Tsuda
    • Organizer
      Advances in Neuroinformatics 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mathematical Structures in the Brain Dynamics of Epilepsy2017

    • Author(s)
      Takao Namiki, Ichiro Tsuda
    • Organizer
      Advances in Neuroinformatics 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mathematical classification of brain dynamics in epilepsy2017

    • Author(s)
      行木孝夫、田所智、津田一郎
    • Organizer
      第51回日本てんかん学会学術集会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 拘束条件付き自己組織化理論とその応用2017

    • Author(s)
      津田一郎
    • Organizer
      第17回Kフォーラム「今のこれからのロボット・人工知能・脳科学」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Self-organization with constraints: The significance of invariant manifolds2017

    • Author(s)
      Ichiro Tsuda
    • Organizer
      ICCN 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Constrained self-organization in neural systems2017

    • Author(s)
      Ichiro Tsuda
    • Organizer
      Computational Principles of the Nervous System: elucidated from the observations of neural population activity
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Self-organization with constraints and its application to insight into unstable brain activity2017

    • Author(s)
      Ichiro Tsuda
    • Organizer
      RIMS 共同研究「真に複雑な系における自己組織化の原理の探求」
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Self-organization with constraints: Hermeneutics with variational model for visual hallucinations in DLB2017

    • Author(s)
      Ichiro Tsuda
    • Organizer
      Forum on Cognitive Neuroscience Frontier
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A dynamic spatio-temporal vector that self-determines the absolute present: Notes from Nishida for consciousness studies2016

    • Author(s)
      Jan Lawereyns
    • Organizer
      International conference on Japanese philosophy opening up Japanese philosophy: The Kyoto school and after
    • Place of Presentation
      九州大学西新プラザ(福岡県福岡市)
    • Year and Date
      2016-10-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A role of skew product transformations in the formation of episodic memories: Finding math in the hippocampus2016

    • Author(s)
      津田一郎
    • Organizer
      Chaotic phenomena in mathematical models
    • Place of Presentation
      ピサ、イタリア
    • Year and Date
      2016-09-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 心と脳のダイナミクス:数理科学的理解はどこまで進んだか2016

    • Author(s)
      津田一郎
    • Organizer
      第61回物性若手夏の学校
    • Place of Presentation
      ホテルシャレードイン志賀(長野県下高井郡山ノ内町)
    • Year and Date
      2016-07-29
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Self-organization with constraints2016

    • Author(s)
      津田一郎
    • Organizer
      RIMS共同研究(京都大学数理解析研究所・共同研究)
    • Place of Presentation
      京都大学数理解析研究所(京都府京都市)
    • Year and Date
      2016-05-09
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 情報伝達最大化原理に基づくネットワークの分化2016

    • Author(s)
      山口 裕
    • Organizer
      「非線形・統計力学とその周辺」セミナー
    • Place of Presentation
      京都大学工学部(京都府京都市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Iterated function systems with dynamic selection probability in the hippocampus2016

    • Author(s)
      山口裕、西田洋司、高橋宗良、ローレンス・ヨハン、津田一郎
    • Organizer
      「非線形発振現 象を基盤としたヒューマンネイチャーの理解」第一回領域会議
    • Place of Presentation
      ザ・ルイガンズ スパ & リゾー ト(福岡県福岡市)
    • Year and Date
      2016-01-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] ネットワーク自己再組織化における機能分化の数理モデル2016

    • Author(s)
      津田一郎
    • Organizer
      包括脳シンポジウム
    • Place of Presentation
      学術総合センター(東京都千代田区)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] カオスの数学から読み解く脳と心のダイナミクス―複雑系科学アプローチ2016

    • Author(s)
      津田一郎
    • Organizer
      第一回中部大学創発学術院セミナー
    • Place of Presentation
      中部大学創発学術院(愛知県春日井市)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 創発する心、発達する脳2016

    • Author(s)
      津田一郎
    • Organizer
      発達神経科学学会
    • Place of Presentation
      東京大学武田先端知ビル(東京都文京区)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Non-stationary and endogenous dynamics of synchronous oscillatory spike activities in the Cat lateral geniculate nucleus2016

    • Author(s)
      伊藤浩之
    • Organizer
      Mini-symposium of HFO and Oscillology
    • Place of Presentation
      京都大学紫蘭会館(京都府京都市)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mirror for communication: The mirror neuron system activity in the formation of symbolic communication systems2015

    • Author(s)
      Guanhong Li, Takeshi Konno, Jiro Okuda, Takashi Hashimoto
    • Organizer
      Consciousness and Intention in Economics and Philosophy
    • Place of Presentation
      京都産業大学(京都府京都市)
    • Year and Date
      2015-12-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 金銭的動機が反応促進に与える効果の検討 -課題成績と脳波の分析-2015

    • Author(s)
      木村 拓哉,奥田 次郎
    • Organizer
      電子情報通信学会 バイオメトリクス研究会,MEとバイオサイバネティックス研究会,ニューロコンピューティング研究会
    • Place of Presentation
      大阪電気通信大学駅前キャンパス(大阪府寝屋川市)
    • Year and Date
      2015-10-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] 簡易脳波計による脳波情報の弁別精度の検討2015

    • Author(s)
      中西 航平,奥田 次郎
    • Organizer
      電子情報通信学会 バイオメトリクス研究会,MEとバイオサイバネティックス研究会,ニューロコンピューティング研究会
    • Place of Presentation
      大阪電気通信大学駅前キャンパス(大阪府寝屋川市)
    • Year and Date
      2015-10-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] 記号コミュニケーションにおける言外の意味の推論に基づく先行的行動価値修正メカニズムの役割2015

    • Author(s)
      金野 武司,橋本 敬,李 冠宏,奥田 次郎
    • Organizer
      日本認知科学会第32回大会
    • Place of Presentation
      千葉大学(千葉県千葉市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] ミラーニューロンシステムの活動と記号コミュニケーションシステムの形成との関係についての脳波研究2015

    • Author(s)
      李 冠宏,金野 武司,奥田 次郎,橋本 敬
    • Organizer
      日本認知科学会第32回大会
    • Place of Presentation
      千葉大学(千葉県千葉市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] Why cannot control your smartphones by thinking? Hands-free information control system based on EEG2015

    • Author(s)
      Yuanyuan Wang, Tomoki Hidaka, Yukiko Kawai, Jiro Okuda
    • Organizer
      Innovation in Medicine and Healthcare 2015
    • Place of Presentation
      立命館大学朱雀キャンパス(京都府京都市)
    • Year and Date
      2015-09-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ネコ外側膝状体における同期振動発火の非定常性ダイナミクス2015

    • Author(s)
      2.伊藤浩之, P. Maldonado, C. M. Gray
    • Organizer
      視覚科学フォーラム第19回研究会
    • Place of Presentation
      ホテル福島グリーンパレス(福島県福島市)
    • Year and Date
      2015-08-19
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 自己組織化再考―第二種自己組織化の可能性2015

    • Author(s)
      津田一郎
    • Organizer
      京都大学基礎物理学研究所研究会「複雑システムにおける創造的破壊現象の原理に迫る」
    • Place of Presentation
      コープイン京都(京都府京都市)
    • Year and Date
      2015-08-06
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 複数の周波数帯域の振動を用いた記憶想起の神経回路モデル2015

    • Author(s)
      塚田 啓道, 津田 一郎
    • Organizer
      第38回日本神経科学大会
    • Place of Presentation
      神戸国際会議場(兵庫県神戸市)
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 自己組織化再考2015

    • Author(s)
      津田一郎
    • Organizer
      第14回現象数理学コロキアム
    • Place of Presentation
      明治大学中野キャンパス(東京都中野区)
    • Year and Date
      2015-07-03
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Book] ARENA2020 特別号「新しい科学の考え方を求めて」2020

    • Author(s)
      津田一郎(担当:pp.153-157)
    • Total Pages
      217
    • Publisher
      風媒社
    • ISBN
      9784833141444
    • Related Report
      2019 Annual Research Report
  • [Book] AI事典第3版2019

    • Author(s)
      中島秀之、浅田稔、松原仁、橋田浩一、山川宏、栗原聡、松尾豊(津田一郎:pp.238-241担当)
    • Total Pages
      400
    • Publisher
      近代科学社
    • ISBN
      9784764906044
    • Related Report
      2019 Annual Research Report
  • [Book] スタディサプリ進路 学問探求BOOK2019

    • Author(s)
      津田一郎(担当:pp.120-121)
    • Total Pages
      234
    • Publisher
      株式会社リクルート
    • Related Report
      2019 Annual Research Report
  • [Book] Self-organization with constraints ― The significance of invariant manifolds.Advances in Cognitive Neurodynamics (VI)2018

    • Author(s)
      Ichiro Tsuda
    • Total Pages
      407
    • Publisher
      Springer Dordrecht Heidelberg New York London
    • ISBN
      9789811088544
    • Related Report
      2018 Annual Research Report
  • [Book] A pseudo-neuron device and firing dynamics of their networks similar to neural synchronizing phenomena between far local fields in the brain.Advances in Cognitive Neurodynamics (VI)2018

    • Author(s)
      T. Yano, Y. Goto, T. nagaya, I. Tsuda, and S. Nara
    • Total Pages
      407
    • Publisher
      J. M. Delgado-Garcia etal. eds. Springer Nature Singapore Pte Ltd
    • ISBN
      9789811088544
    • Related Report
      2018 Annual Research Report
  • [Book] Advances in Cognitive Neurodynamics VI2018

    • Author(s)
      Ichiro Tsuda
    • Total Pages
      440
    • Publisher
      Springer-Verlag
    • ISBN
      9789811088544
    • Related Report
      2017 Annual Research Report
  • [Book] 脳のなかに数学を見る2016

    • Author(s)
      津田一郎
    • Total Pages
      150
    • Publisher
      共立出版
    • Related Report
      2016 Annual Research Report
  • [Book] Studies in Systems, Decision and Control Vol. 39; Cognitive Phase Transitions in the Cerebral Cortex-Enhancing the Neuron Doctrine by Modeling Neural Fields, Chap.202016

    • Author(s)
      Ichiro Tsuda
    • Total Pages
      9
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Book] Advances in Cognitive Neurodynamics (V) Two Strategies for Interactive Planning2016

    • Author(s)
      Jiro Okuda
    • Total Pages
      872
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Book] Advances in Cognitive Neurodynamics (V) An EEG Study of Human Mirror Neuron System Activities During Abstract Symbolic Communication2016

    • Author(s)
      Guanhong Li, Takeshi Konno, Jiro Okuda, Takashi Hashimoto
    • Total Pages
      872
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Book] 心はすべて数学である2015

    • Author(s)
      津田一郎
    • Total Pages
      218
    • Publisher
      ㈱文芸春秋
    • Related Report
      2015 Annual Research Report
  • [Book] Innovation In Medicine and Healthcare 2015, Smart Innovation, Systems and Technologies 452015

    • Author(s)
      Yuanyuan Wang, Tomoki Hidaka, Yukiko Kawai, Jiro Okuda
    • Total Pages
      593
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Remarks] 津田一郎 複雑系脳理論ーカオス脳理論ー

    • URL

      http://www.isc.chubu.ac.jp/tsuda/

    • Related Report
      2019 Annual Research Report
  • [Remarks]

    • URL

      http://www.isc.chubu.ac.jp/tsuda/index.html

    • Related Report
      2018 Annual Research Report
  • [Remarks] 津田一郎/複雑系脳科学ーカオス脳理論ー

    • URL

      http://www.isc.chubu.ac.jp/tsuda/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 非線形発振現象を基盤としたヒューマンネイチャーの理解

    • URL

      http://www.nips.ac.jp/oscillology/

    • Related Report
      2017 Annual Research Report 2015 Annual Research Report

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Published: 2015-07-02   Modified: 2023-03-16  

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