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2006 Fiscal Year Final Research Report Summary

Inhibitory Background Field Hypothesis Generated by Gap Junction-Coupled Interneuron Systems in the Neocortex

Research Project

Project/Area Number 16500188
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionKyoto Sangyo University

Principal Investigator

FUJII Hiroshi  Kyoto Sangyo University, Department of Information and Communication Sciences, Professor, 工学部, 教授 (90065839)

Co-Investigator(Kenkyū-buntansha) TSUDA Ichiro  Hokkaido University, Institute of Electrical Sciences, Professor, 電子科学研究所, 教授 (10207384)
Project Period (FY) 2004 – 2006
Keywordsgap junctions / spatio-temporal chaos in the brain / class I* neuron / transient synchrony / Milnor attractor / inhibitory interneuron system / dynamical systems-theoretic theory of memory / inhibitory background field
Research Abstract

The presence of multiple systems of inhibitory interneurons, densely coupled by gap junctions, i.e., electrical couplings, has been known. We studied possible dynamics of such GJ-coupled interneuron systems, and their functional roles in perception and cognition. We reported before that a system of "class I" neurons, with a particular nonlinearity, may exhibit extensive spatio-temporal chaos together with transient synchrony among neurons' spike firings. We give a mathematical characterization of the nonlinear structure of such a neuron class, and call them class I*. We studied the dynamics of such class I* systems, and showed the possibility that a non-classical attractor of Milnor type may control the whole dynamics.
We argued that the phenomenon of transient synchrony, appeared in accordance with perceptual bindings in the real brain, could be explained as a phenomenon caused by the inhibitory background field organized by some GJ-coupled interneuron system(s), and which organizes th … More e pyramidal neuron system in relation to generations of functional cell assemblies and dynamic perceptual bindings.
We presented also the dynamical systems-theoretic concept of memory based on the Milnor attractor, which may extend and found a basis of the concept of chaotic itinerancy in memory dynamics originally presented by I. Tsuda. As an application of our Milnor theory of memory in the brain, we presented a new hypothesis on the functional relevance of depolarizing GABA_A actions in cortical interneurons. In fact, although GABA is known as the principal mediator of inhibition, there exist numerous report that GABA may play an excitatory role under some conditions even after developmental period. We theorized that such "depolarizing" GABA actions may serve to temporarily invoke attractor-like memories when extensively activated by, e.g., top-down signals, while an ongoing background state of GABA changes its action to inhibition, returning the dynamical nature of the memory back to attractor ruins. Less

  • Research Products

    (20 results)

All 2007 2005 2004

All Journal Article (20 results)

  • [Journal Article] Chaos reality in high-dimensional brain dynamics2007

    • Author(s)
      I.Tsuda, H.Fujii
    • Journal Title

      Journal of Integrative Neuroscience 6(in press)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Bifurcations in two-dimensional Hindmarsh-Rose type model2007

    • Author(s)
      S.Tsuji, T.Ueta, H.Kawakami, H.Fujii, K.Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos 17(in press)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] フィードバック結合を持つネットワークにおける入力シグナルの伝播と保持2007

    • Author(s)
      伊藤孝男, 津田一郎
    • Journal Title

      物性研究 87

      Pages: 598-599

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Chaos reality in high-dimensional brain dynamics2007

    • Author(s)
      I.Tsuda, H.Fujii
    • Journal Title

      J. of Integrative Neuroscience 6(in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Interneurons : their cognitive roles-A perspective from dynamical systems view2005

    • Author(s)
      H.Fujii, I.Tsuda
    • Journal Title

      Proceedings of ICDL 2005-The Fourth IEEE International Conference in Development and Learning-from Interaction to Cognition

      Pages: 43-48

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Interneurons : their cognitive roles-A perspective from dynamical systems view2005

    • Author(s)
      H.Fujii, I.Tsuda
    • Journal Title

      Proceedings of ICDL 2005-The Fourth IEEE International Conference in Development and Learning-from Interaction to Cognition 43-48

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Neocortical gap junction-coupled interneuron systems may induce chaotic behavior itinerant among quasi-attractors exhibiting transient synchrony2004

    • Author(s)
      H.Fujii, I.Tsuda
    • Journal Title

      Neurocomputing 58-60

      Pages: 151-157

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Prologue-The Work of the Late Professor Gen Matsumoto2004

    • Author(s)
      K.Aihara, I.Tsuda, H.Fujii
    • Journal Title

      Journal of Integrative Neuroscience 3

      Pages: 111-113

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Itinerant Dynamics of Class I^* Neurons Coupled by Gap Junctions2004

    • Author(s)
      H.Fujii, I.Tsuda
    • Journal Title

      Lecture Notes in Computer Science 3146

      Pages: 140-160

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Chaotic Itinerancy as a Mechanism of Irregular Changes between Synchronization and Desynchronization in a Neural Network2004

    • Author(s)
      I.Tsuda, H.Fujii, S.Tadokoro, T.Yasuoka, Y.Yamaguti
    • Journal Title

      Journal of Integrative Neuroscience 3

      Pages: 159-182

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Complex Systems Approach to an Interpretation of Dynamic Brain Activity I : Chaotic itinerancy can provide a mathematical basis for information processing in cortical transitory and nonstationary dynamics2004

    • Author(s)
      I.Tsuda, H.Fujii
    • Journal Title

      Lecture Notes in Computer Science 3146

      Pages: 109-128

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Functional Relevance of 'Excitatory' GABA Actions in Cortical Interneurons : a Dynamical Systems Approach2004

    • Author(s)
      H.Fujii, K.Aihara, I.Tsuda
    • Journal Title

      Journal of Integrative Neuroscience 3

      Pages: 183-205

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Chaotic itinerancy is a key to mental diversity. Response paper to Continuing Commentary by G. Kampis, "Complexity is a cue to the mind"2004

    • Author(s)
      I.Tsuda
    • Journal Title

      Behavioral and Brain Sciences 27

      Pages: 793-810

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Complex Systems Approach to an Interpretation of Dynamic Brain Activity II : Does Cantor coding provide a dynamic model for the formation of episodic memory?2004

    • Author(s)
      I.Tsuda, S.Kuroda
    • Journal Title

      Lecture Notes in Computer Science 3146

      Pages: 129-139

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Prologue-The Work of the Late Professor Gen Matsumoto2004

    • Author(s)
      K.Aihara, I.Tsuda, H.Fujii
    • Journal Title

      J. of Integrative Neuroscience 3

      Pages: 111-113

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Functional Relevance of Excitatory GABA Actions in Cortical Interneurons : a Dynamical Systems Approach2004

    • Author(s)
      H.Fujii, K.Aihara, I.Tsuda
    • Journal Title

      J. of Integrative Neuroscience 3

      Pages: 183-205

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Complex Systems Approach to an Interpretation of Dynamic Brain Activity II : Does Cantor coding provide a dynamic model for the formation of episodic memory?2004

    • Author(s)
      I.Tsuda, S.Kuroda
    • Journal Title

      Lecture Notes in Computer Science vol.3146

      Pages: 129-139

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Itinerant Dynamics of Class I* Neurons Coupled by Gap Junctions,2004

    • Author(s)
      H.Fujii, I.Tsuda
    • Journal Title

      Lecture Notes in Computer Science vol.3146

      Pages: 140-160

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Complex Systems Approach to an Interpretation of Dynamic Brain Activity I : Chaotic itinerancy can provide a mathematical basis for information processing in cortical transitory and nonstationary dynamics,2004

    • Author(s)
      I.Tsuda, H.Fujii
    • Journal Title

      Lecture Notes in Computer Science vol. 3146

      Pages: 109-128

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Chaotic Itinerancy as a Mechanism of Irregular Changes between Synchronization and Desynchronization in a Neural Network2004

    • Author(s)
      I.Tsuda, H.Fujii, S.Tadokoro, T.Yasuoka, Y.Yamaguti
    • Journal Title

      J. of Integrative Neuroscience 3

      Pages: 159-182

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2008-05-27  

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