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2009 Fiscal Year Final Research Report

Computational understanding of the cortico-basal ganglia interplay through dynamical network behavior

Research Project

  • PDF
Project/Area Number 17022036
Research Category

Grant-in-Aid for Scientific Research on Priority Areas

Allocation TypeSingle-year Grants
Review Section Biological Sciences
Research InstitutionThe Institute of Physical and Chemical Research

Principal Investigator

FUKAI Tomoki  The Institute of Physical and Chemical Research, 脳回路機能理論研究チーム, チームリーダー (40218871)

Project Period (FY) 2005 – 2009
Keywords神経回路モデル / 意思決定 / 完全時間積分 / シナプス可塑性モデル / 興奮と抑制のバランス / マッチング行動 / 多細胞記録
Research Abstract

We proposed theories to reveal how cortical neurons and networks receiving balanced synaptic input represent or transmit information. Perfect temporal integration of correlated spike input was proposed for a network mechanism of decision making. We formulated the basal ganglia mechanism of reward-driven decision making and clarified the information theoretic basis of matching behavior. We experimentally and theoretically revealed the essential role of inhibitory circuit plasticity in ocular dominance column formation. We proposed an accurate spike sorting method for multiunit recordings and provided it with an open software package.

  • Research Products

    (59 results)

All 2010 2009 2008 2007 2006 2005

All Journal Article (25 results) (of which Peer Reviewed: 24 results) Presentation (32 results) Book (2 results)

  • [Journal Article] Accurate spike-sorting for multiunit recordings.2010

    • Author(s)
      T akekawa T, Isomura Y, Fukai T.
    • Journal Title

      European Journal of Neuroscience 31

      Pages: 263-272

    • Peer Reviewed
  • [Journal Article] Bidirectional plasticity in fast-spiking GABA circuits by visual experience.2009

    • Author(s)
      Y azaki-Sugiyama Y, Kang S, Cateau H, Fukai T, Hensch TK
    • Journal Title

      Nature 462

      Pages: 218-221

    • Peer Reviewed
  • [Journal Article] Microcircuitry coordination of cortical motor information in self-initiation of voluntary movements.2009

    • Author(s)
      I somura Y, Harukuni R, Takekawa T, Aizawa H, Fukai T
    • Journal Title

      Nature Neuroscience 12

      Pages: 1586-1593

    • Peer Reviewed
  • [Journal Article] A novel view of the variational Bayesian clustering.2009

    • Author(s)
      T akekawa T, Fukai T.
    • Journal Title

      Neurocomputing 72

      Pages: 3366-3369

    • Peer Reviewed
  • [Journal Article] Recurrent network models for perfect temporal integration of fluctuating correlated inputs.2009

    • Author(s)
      O kamoto H, Fukai T
    • Journal Title

      PLoS Comput. Biol. 5(6)

      Pages: e1000404

    • Peer Reviewed
  • [Journal Article] Temporal precision of spike response to fluctuating input in pulse-coupled networks of oscillating neurons.2008

    • Author(s)
      T eramae J, Fukai T
    • Journal Title

      Phys Rev Lett 101

      Pages: 248105

    • Peer Reviewed
  • [Journal Article] When does reward maximization lead to matching law?2008

    • Author(s)
      S akai Y, Fukai T
    • Journal Title

      PLoS ONE 3(11)

      Pages: e3795

    • Peer Reviewed
  • [Journal Article] Complex evolution of spike patterns during burst propagation through feed-forward networks.2008

    • Author(s)
      T eramae J, Fukai T
    • Journal Title

      Biological Cybernetics 99(2)

      Pages: 105-114

    • Peer Reviewed
  • [Journal Article] Interplay between a phase response curve and spike-timeing-dependent plasticity leads to wireless clustering.2008

    • Author(s)
      C ateau H, Kitano K, Fukai T
    • Journal Title

      Physical Review E 77

      Pages: 051909

    • Peer Reviewed
  • [Journal Article] The actor-critic learning is behind the matching law: Matching versus optimal behaviors.2008

    • Author(s)
      S akai Y, Fukai T
    • Journal Title

      Neural Comput. 20

      Pages: 227-251

    • Peer Reviewed
  • [Journal Article] Structure of spontaneous UP and DOWN transitions self-organizing in a cortical network model.2008

    • Author(s)
      K ang S, Kitano K, Fukai T
    • Journal Title

      PLoS Comput. Biol. 4(3)

      Pages: e1000022

    • Peer Reviewed
  • [Journal Article] 大脳皮質神経細胞集団の形成:シナプス可塑性とその先2008

    • Author(s)
      深井朋樹、姜時友、北野勝則、寺前順之介
    • Journal Title

      BRAIN and NERVE:神経研究の進歩 60

      Pages: 763-770

  • [Journal Article] Sequential associative memory with non-uniformity of the layer sizes.2007

    • Author(s)
      T eramae J, Fukai T
    • Journal Title

      Physical Review E 75

      Pages: 011910

    • Peer Reviewed
  • [Journal Article] Distinct types of ionic modulation of GABA actions in pyramidal cells and interneurons during electrical induction of hippocampal seizure-like network activity.2007

    • Author(s)
      F ujiwara-Tsukamoto Y, Isomura Y, Imanishi M, Fukai T, Takada M
    • Journal Title

      Eur J. Neurosci. 25

      Pages: 2713-2725

    • Peer Reviewed
  • [Journal Article] Local cortical circuit model inferred from power-law distributed neuronal avalanches.2007

    • Author(s)
      T eramae J, Fukai T
    • Journal Title

      J. Comput. Neurosci. 22

      Pages: 301-312

    • Peer Reviewed
  • [Journal Article] Layer and frequency dependences of phase response properties of pyramidal neurons in rat moter cortex.2007

    • Author(s)
      T subo Y, Takada M, Reyes AD, Fukai T
    • Journal Title

      Eur J. Neurosci. 25

      Pages: 3429-3441

    • Peer Reviewed
  • [Journal Article] Temporal integration by stochastic recurrent network dynamics with bimodal neurons.2007

    • Author(s)
      O kamoto H, Isomura Y, Takada M, Fukai T
    • Journal Title

      J. Neurophysiol. 97

      Pages: 3859-3867

    • Peer Reviewed
  • [Journal Article] Synchronous and asynchronous bursting states: Role of intrinsic neural dynamics.2007

    • Author(s)
      T akekawa T, Aoyagi T, Fukai T
    • Journal Title

      J. Comput. Neurosci. 23

      Pages: 189-200

    • Peer Reviewed
  • [Journal Article] Variability v. s. synchrony of neuronal activity in local cortical network models with different topologies.2007

    • Author(s)
      K itano K, Fukai T
    • Journal Title

      J. Comput. Neurosci. 23

      Pages: 237-250

    • Peer Reviewed
  • [Journal Article] Synchronization of excitatory neurons with strongly heterogeneous phase responses.2007

    • Author(s)
      T subo Y, Teramae J, Fukai T
    • Journal Title

      Physical Review Lett. 99

      Pages: 228101

    • Peer Reviewed
  • [Journal Article] Balanced excitatory and inhibitory inputs to cortical neurons decouple firing irregularity from rate modulations.2007

    • Author(s)
      M iura K, Tsubo Y, Okada M, Fukai T
    • Journal Title

      J. Neurosci. 27

      Pages: 13802-13812

    • Peer Reviewed
  • [Journal Article] Synchronization property of slow cortical oscillations.2006

    • Author(s)
      T akekawa T, Aoyagi T, Fukai T
    • Journal Title

      Progress of Theoretical Physics Supplement 161

      Pages: 356-359

    • Peer Reviewed
  • [Journal Article] Computational algorithms and neuronal network models underlying decision processes.2006

    • Author(s)
      S akai Y, Okamoto H, Fukai T
    • Journal Title

      Neural Networks 19

      Pages: 1091-1105

    • Peer Reviewed
  • [Journal Article] Combined modeling and extracellular recording studies of UP and DOWN transitions in awake or behaving monkeys.2005

    • Author(s)
      O kamoto H, Isomura Y, Takada M, Fukai T
    • Journal Title

      Basal Ganglia VIII Advances in Behavioral Biology 56

      Pages: 555-561

    • Peer Reviewed
  • [Journal Article] A cellular mechanism for graded persistent activity in a model neuron and its implications in working memory.2005

    • Author(s)
      T eramae J, Fukai T
    • Journal Title

      Journal of Computational Neuroscience 18

      Pages: 105-121

    • Peer Reviewed
  • [Presentation] 神経細胞集団のスパイク時系列からの情報抽出2010

    • Author(s)
      竹川高志、礒村宜和、深井朋樹
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山
    • Year and Date
      20100300
  • [Presentation] 神経細胞のスパイク時系列が示すべき則の生成機構2010

    • Author(s)
      坪泰宏、深井朋樹
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山
    • Year and Date
      20100300
  • [Presentation] 皮質神経回路網の低頻度安定発火状態2010

    • Author(s)
      寺前順之介、深井朋樹
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山
    • Year and Date
      20100300
  • [Presentation] Functional changes induced by multiple plasticity rules in the hippocampal circuit:simulation and experiment.2009

    • Author(s)
      K ang S, Kimura R, Matsuki N, Ikegaya Yi, Fukai T
    • Organizer
      Asia Simulation Conference 2009 (JSST 2009)
    • Place of Presentation
      Kusatsu, Shiga Pref. Japan
    • Year and Date
      20091000
  • [Presentation] Trade-off between cell-to-cell synchronization and trial-to-trial reliability in recurrent networks of spiking neurons.2009

    • Author(s)
      T eramae J, Fukai T
    • Organizer
      39th Annual Meeting of the Society for Neuroscience (Neuroscience 2009)
    • Place of Presentation
      Chicago, USA
    • Year and Date
      20091000
  • [Presentation] 皮質ニューロン回路網における細胞間同期発火と試行間再現性の相反関係2009

    • Author(s)
      寺前順之介、深井朋樹
    • Organizer
      第32回日本神経科学大会
    • Place of Presentation
      名古屋
    • Year and Date
      20090900
  • [Presentation] 皮質神経細胞の不規則発火時系列が示唆する条件付エントロピー最小化原理2009

    • Author(s)
      坪泰宏、礒村宜和、深井朋樹
    • Organizer
      第32回日本神経科学大会
    • Place of Presentation
      名古屋
    • Year and Date
      20090900
  • [Presentation] 位相応答曲線のベイズ推定2009

    • Author(s)
      中江健、伊庭幸人、青柳富誌生、坪泰宏、深井朋樹
    • Organizer
      2009年度統計関連学会連合大会
    • Place of Presentation
      京田辺
    • Year and Date
      20090900
  • [Presentation] 「神経回路の動態に基づく大脳皮質-大脳基底核機能連関の計算論的理解」平成21年度文部科学省特定領域研究「統合脳」夏のワークショップ2009

    • Author(s)
      深井朋樹
    • Organizer
      平成21年度文部科学省特定領域研究「統合脳」夏のワークショップ
    • Place of Presentation
      札幌
    • Year and Date
      20090800
  • [Presentation] Different functional diversity of excitatory and inhibitory neurons across cortical layers in voluntary movement.2009

    • Author(s)
      I somura Y, Harukuni R, Takekawa T, Aizawa H, Fukai T
    • Organizer
      36th International Congress of Physiological Sciences (IUPS2009)
    • Place of Presentation
      Kyoto
    • Year and Date
      20090700
  • [Presentation] Dopamine-dependent dynamical state changes in network models of subthalamic nucleus and globus pallidus.2009

    • Author(s)
      Fukai T, Kitano K, Nambu A
    • Organizer
      36th International Congress of Physiological Sciences (IUPS2009)
    • Place of Presentation
      Kyoto
    • Year and Date
      20090700
  • [Presentation] Reliability of response spike timings in pulse-coupled networks of neurons.2009

    • Author(s)
      T eramae J, Fukai T
    • Organizer
      18th Annual Computational Neuroscience Meeting (CNS2009).
    • Place of Presentation
      Berlin, Germany
    • Year and Date
      20090700
  • [Presentation] Decision-making computations with coincident spikes in recurrent neuronal networks.2009

    • Author(s)
      Fukai T
    • Organizer
      Beijing International Symposium on Computational Neuroscience 2009
    • Place of Presentation
      Beijing, China
    • Year and Date
      20090700
  • [Presentation] 神経細胞リカレントネットワークにおける細胞間同期発火と試行間応答再現性との相反関係:非線形システム間のノイズ同期によるアプローチ2009

    • Author(s)
      寺前順之介、深井朋樹
    • Organizer
      ニューロコンピューティング研究会
    • Place of Presentation
      生駒
    • Year and Date
      20090700
  • [Presentation] 皮質神経細胞の不規則発火時系列が示唆する条件付エントロピー最小化原理2009

    • Author(s)
      坪泰宏、礒村宜和、深井朋樹
    • Organizer
      ニューロコンピューティング研究会
    • Place of Presentation
      生駒
    • Year and Date
      20090700
  • [Presentation] Information coding with excitation-inhibition balance.2009

    • Author(s)
      深井朋樹
    • Organizer
      システム生物学スプリングスクール2009
    • Place of Presentation
      京都
    • Year and Date
      20090300
  • [Presentation] Self-organization and developmental models of cortical networks.2009

    • Author(s)
      深井朋樹
    • Organizer
      ブレインインフォーマティクス研究体講演会
    • Place of Presentation
      横浜
    • Year and Date
      20090200
  • [Presentation] Temporal precision of spikes in pulse-coupled networks of oscillating neurons.2009

    • Author(s)
      T eramae J, Fukai T
    • Organizer
      6th Meeting Computational and Systems Neuroscience (COSYNE 2009)
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      20090200
  • [Presentation] Power-law distributions of inter-spike intervals in in vivo cortical neurons.2009

    • Author(s)
      T subo Y, Isomura Y, Fukai T
    • Organizer
      6th Meeting Computational and Systems Neuroscience (COSYNE 2009)
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      20090200
  • [Presentation] Functional and morphological identification of neocortical neurons in rodents performing operant motor task.2008

    • Author(s)
      I somura Y, Harukuni R, Takekawa T, Aizawa H, Fukai T
    • Organizer
      38th Annual Meeting of Society for Neuroscience (Neuroscience 2008)
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      20081100
  • [Presentation] Accurate spike sorting of multiunit recording data based on the robust variational Bayesian clustering.2008

    • Author(s)
      T akekawa T, Isomura Y, Fukai T
    • Organizer
      38th Annual Meeting of Society for Neuroscience (Neuroscience 2008)
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      20081100
  • [Presentation] 神経回路の動態に基づく大脳皮質:大脳基底核機能連関の計算論的理解2008

    • Author(s)
      深井朋樹
    • Organizer
      平成20年度文部科学省特定領域研究「統合脳」夏のワークショップサテライトシンポジウム第9回夏のワークショップ「情動と意志決定」
    • Place of Presentation
      札幌
    • Year and Date
      20080800
  • [Presentation] 認知的機能の神経回路メカニズム2008

    • Author(s)
      深井朋樹
    • Organizer
      第48回生物物理若手の会夏の学校
    • Place of Presentation
      八王子、東京
    • Year and Date
      20080700
  • [Presentation] Cortical network dynamics and computations with fluctuating inputs.2008

    • Author(s)
      深井朋樹
    • Organizer
      第31回日本神経科学大会(Neuroscience 2008)
    • Place of Presentation
      東京
    • Year and Date
      20080700
  • [Presentation] ドーパミンによる細胞膜特性修飾作用が淡蒼球外節神経活動の同期特性を変化させる2008

    • Author(s)
      北野勝則、藤田大広、深井朋樹
    • Organizer
      第31回日本神経科学大会(Neuroscience 2008)
    • Place of Presentation
      東京
    • Year and Date
      20080700
  • [Presentation] スパイク時系列の高次相関解析を可能にする高精度なスパイクソーティング法とその実装2008

    • Author(s)
      竹川高志、姜時友、礒村宜和、深井朋樹
    • Organizer
      第31回日本神経科学大会(Neuroscience 2008)
    • Place of Presentation
      東京
    • Year and Date
      20080700
  • [Presentation] Robust variational Bayes with wavelet transform improves accuracy and efficiency of spike sorting.2008

    • Author(s)
      川高志、礒村宜和、深井朋樹
    • Organizer
      マルチニューロン研究会2008
    • Place of Presentation
      東京
    • Year and Date
      20080700
  • [Presentation] Reliability vs. variability in spike responses of recurrent neuronal networks.2008

    • Author(s)
      Fukai T
    • Organizer
      International workshop-school on Chaos and dynamics in biological networks.
    • Place of Presentation
      Corsica, France
    • Year and Date
      20080500
  • [Presentation] 眼優位性可塑性における抑制回路の動的役割:発達過程における視覚皮質の回路モデル2007

    • Author(s)
      深井朋樹, 姜時友, 矢崎-杉山陽子, 加藤英之, ヘンシュ貴雄
    • Organizer
      第30回日本神経科学大会・第50回日本神経化学会大会・第17回日本神経回路学会大会(Neuro2007)
    • Place of Presentation
      横浜
    • Year and Date
      20070900
  • [Presentation] Maximizing or matching: when does reward maximization lead to matching behavior in the reinforcement learning?2007

    • Author(s)
      Fukai T, Sakai Y
    • Organizer
      9th Triennial meeting of the international basal ganglia society (IBAGS 9)
    • Place of Presentation
      Egmond aan Zee, the Netherlands
    • Year and Date
      20070900
  • [Presentation] Balanced synaptic input improves temporal integration performance of cortical network models.2007

    • Author(s)
      Fukai T, Okamoto H
    • Organizer
      International Symposium on Topical Problems of Biophotonics - 2007
    • Place of Presentation
      Moscow, Russia
    • Year and Date
      20070800
  • [Presentation] Neuronal avalanches embedded in networks of excitatory and inhibitory neurons.2006

    • Author(s)
      Fukai T
    • Organizer
      2006 Japan-Germany Symposium on Computational Neuroscience
    • Place of Presentation
      Wako, Japan
    • Year and Date
      20060200
  • [Book] シリーズ脳科学1脳の計算論(2009)2009

    • Author(s)
      深井朋樹
    • Total Pages
      1-43,253-267
    • Publisher
      東京大学出版会
  • [Book] 脳研究の最前線(上)脳の認知と進化2007

    • Author(s)
      深井朋樹
    • Total Pages
      281-331
    • Publisher
      講談社

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Published: 2011-06-18   Modified: 2016-04-21  

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