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Mathematical Modeling of Neural Information Processing Based on Presynapitc Control and its Applications to Engineering

Research Project

Project/Area Number 20246026
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionThe University of Tokyo

Principal Investigator

AIHARA Kazuyuki  東京大学, 生産技術研究所, 教授 (40167218)

Co-Investigator(Kenkyū-buntansha) MORITA Kenji  東京大学, 教育学研究科(研究院), 講師 (60446531)
WATANABE Hiroki  東京大学, 法学(政治学)研究科(研究院), 助教 (20570609)
Co-Investigator(Renkei-kenkyūsha) FUJII Hiroshi  京都産業大学, 名誉教授 (90065839)
KOHNO Takashi  東京大学, 生産技術研究所, 准教授 (90447350)
Research Collaborator ROBINSON Hugh  ケンブリッジ大学, School of the Biological Sciences, 講師
Project Period (FY) 2008-04-08 – 2013-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥48,100,000 (Direct Cost: ¥37,000,000、Indirect Cost: ¥11,100,000)
Fiscal Year 2012: ¥12,870,000 (Direct Cost: ¥9,900,000、Indirect Cost: ¥2,970,000)
Fiscal Year 2011: ¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Fiscal Year 2010: ¥12,610,000 (Direct Cost: ¥9,700,000、Indirect Cost: ¥2,910,000)
Fiscal Year 2009: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2008: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywords数理工学 / モデル化 / 脳・神経 / 生体生命情報学 / ソフトコンピューティング
Research Abstract

This study aims to derive mathematical models of presynaptic control found in the brain, analyse neural information processing mechanisms based on presynaptic control, and view its possible applications to engineering. First, we have proposed a neural network model with breakdown of Dale's principle caused by presynaptic excitatory inhibitory-synapses. In addition, regarding short-term synaptic plasticity, we have estimated parameters such as time constants from physiological data, and proposed a hypothesis on how short-term plasticity modulates corticospinal information flow. Further, we have explored the relation between the presynaptic control and higher brain functions such as attension, memory and excessive synchronization. Finally, on the basis of these results, we have considered possible engineering applications of the related higher brain functions such as memory and attention.

Report

(7 results)
  • 2013 Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (66 results)

All 2014 2013 2012 2011 2010 2009 2008

All Journal Article (26 results) (of which Peer Reviewed: 18 results) Presentation (35 results) (of which Invited: 6 results) Book (5 results)

  • [Journal Article] Finite-size Scaling in Globally Coupled Phase Oscillators with a General Coupling Scheme2014

    • Author(s)
      I. Nishikawa, K. Iwayama, G. Tanaka, T. Horita, and K. Aihara
    • Journal Title

      Progress of Theoretical and Experimental Physics

      Volume: vol.2014, No.2

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] `Finite-size Scaling in Globally Coupled Phase Oscillators with a General Coupling Scheme2014

    • Author(s)
      Isao Nishikawa, Koji Iwayama, Gouhei Tanaka, Takehiko Horita, and Kazuyuki Aihara
    • Journal Title

      Progress of Theoretical and Experimental Physics

      Volume: 2014(2) Issue: 2 Pages: 23A07-0

    • DOI

      10.1093/ptep/ptu015

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dale則の破れ及び前シナプス制御がニューラルネットワークダイナミクスに与える影響2013

    • Author(s)
      渡辺啓生,合原一幸
    • Journal Title

      生産研究

      Volume: vol.65, No.3 Pages: 329-335

    • NAID

      130003368485

    • Related Report
      2013 Final Research Report
  • [Journal Article] Deformation of Attractor Landscape via Cholinergic Presynaptic Modulations: A Computational Study Using a PhaseNeuron Model2013

    • Author(s)
      T. Kanamaru, H. Fujii, and K. Aihara
    • Journal Title

      PLOS ONE

      Volume: vol.8 Issue: 1 Pages: 1-14

    • DOI

      10.1371/journal.pone.0053854

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nonstandard Scaling Law of Fluctuations in Finite-size Systems of Globally Coupled Oscillators2013

    • Author(s)
      I. Nishikawa, G. Tanaka, and K. Aihara
    • Journal Title

      Physical Review E

      Volume: vol.88, No.2 Issue: 2

    • DOI

      10.1103/physreve.88.024102

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pseudo-orthogonalization of Memory Patterns for Associative Memory2013

    • Author(s)
      Makito Oku, Takaki Makino, and Kazuyuki Aihara
    • Journal Title

      IEEE Transactions on Neural Networks and Learning Systems

      Volume: 24(11) Issue: 11 Pages: 1877-1887

    • DOI

      10.1109/tnnls.2013.2268542

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of violation of Dale’s principle and pre-synaptic modulation on neural network dynamics2013

    • Author(s)
      渡辺啓生,合原一幸
    • Journal Title

      SEISAN KENKYU

      Volume: 65 Issue: 3 Pages: 329-335

    • DOI

      10.11188/seisankenkyu.65.329

    • NAID

      130003368485

    • ISSN
      0037-105X, 1881-2058
    • Related Report
      2012 Annual Research Report
  • [Journal Article] Long-term Fluctuations in Globally Coupled Phase Oscillators with General Coupling: Finite Size Effects2012

    • Author(s)
      I. Nishikawa, G. Tanaka, T. Horita, and K. Aihara
    • Journal Title

      Chaos

      Volume: vol.22, No.1 Issue: 1

    • DOI

      10.1063/1.3692966

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Dynamical Coherence Patterns in Neural Field Model at Criticality2012

    • Author(s)
      Teerasit Termsaithong, Makito Oku, and Kazuyuki Aihara
    • Journal Title

      Artificial Life and Robotics

      Volume: 17(1) Issue: 1 Pages: 75-79

    • DOI

      10.1007/s10015-012-0020-x

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Chaotic Phase Synchronization in Bursting-neuron Models Driven by a Weak Periodic Force2012

    • Author(s)
      Hiroyasu Ando, Hiromichi Suetani, J\"urgen Kurths, and Kazuyuki Aihara
    • Journal Title

      Physical Review E

      Volume: 86(1) Issue: 1

    • DOI

      10.1103/physreve.86.016205

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Long-term fluctuations in globally coupled phase oscillators with general coupling : Finite size effects2012

    • Author(s)
      Isao Nishikawa, Gouhei Tanaka, Takehiko Horita, Kazuyuki Aihara
    • Journal Title

      Chaos

      Volume: 22(1)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Highly Differentiated Projection-Specific Cortical Subnetworks2011

    • Author(s)
      M. Morishima, K. Morita, Y. Kubota, and Y. Kawaguchi
    • Journal Title

      The Journal of Neuroscience

      Volume: vol.31 Pages: 10380-10391

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Impact of gamma-oscillatory inhibition on the signal transmission of a cortical pyramidal neuron.2011

    • Author(s)
      Xiumin Li, Kenji Morita, Hugh P. C. Robinson, & Michael Small
    • Journal Title

      Cognitive Neurodynamics

      Volume: 5 Issue: 3 Pages: 241-251

    • DOI

      10.1007/s11571-011-9169-6

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Signal Transmission in Multilayer Asynchronous Neural Networks2011

    • Author(s)
      W.Kobayashi, M.Oku, K.Aihara
    • Journal Title

      Proceedings of Sixteenth International Symposium on Artificial Life and Robotics

      Pages: 334-337

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] Highly differentiated projection-specific cortical subnetworks2011

    • Author(s)
      Mieko Morishima, Kenji Morita, Yoshiyuki Kubota, Yasuo Kawaguchi
    • Journal Title

      The Journal of Neuroscience

      Volume: 31(28) Pages: 10380-10391

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Tests for Serial Dependence and Laminarity on Recurrence Plots2011

    • Author(s)
      Yoshito Hirata, Kazuyuki Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos

      Volume: 21(4) Pages: 1077-1084

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Devaney's Chaos on Recurrence Plots2010

    • Author(s)
      Y.Hirata, K.Aihara
    • Journal Title

      Physical Review E 82(3)

      Pages: 36209-36209

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] Quantitative Modeling of Spatio-temporal Dynamics of Inferior Olive Neurons with a Simple Conductance-based Model2010

    • Author(s)
      Y.Katori, E.J.Lang, M.Onizuka, M.Kawato, K. Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos Vol.20, No.3

      Pages: 583-603

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] Devaney's Chaos on Recurrence Plots2010

    • Author(s)
      Yoshito Hirata, Kazuyuki Aihara
    • Journal Title

      Physical Review E

      Volume: 82(3)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantitative Modeling of Spatio-temporal Dynamics of Inferior Olive Neurons with a Simple Conductance-based Model2010

    • Author(s)
      Yuichi Katori, Eric J.Lang, Miho Onizuka, Mitsuo Kawato, Kazuyuuki Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos

      Volume: 20(3) Pages: 583-603

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Indentifying Hidden Common Causes from Bivariate Time Series : A Method using Recurrence Plots2010

    • Author(s)
      Y.Hirata, K.Aihara
    • Journal Title

      Physical Review E 81(1)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Possible Roles of Pre-synaptic Connections in Neural Circuits2009

    • Author(s)
      H. Watanabe and K. Aihara
    • Journal Title

      Proceedings of Thirteenth International Symposium on Artificial life and Robotics

      Pages: 510-513

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Representing Spike Trains using Constant Sampling Intervals2009

    • Author(s)
      Y.Hirata, K.Aihara
    • Journal Title

      Journal of Neuroscience Methods 183(2)

      Pages: 277-286

    • Related Report
      2010 Self-evaluation Report 2009 Annual Research Report
  • [Journal Article] Possible Roles of Pre-synaptic Connections in Neural Circuits2009

    • Author(s)
      H.Watanabe, K.Aihara
    • Journal Title

      Proceedings of Thirteenth International Symposium on Artificial Life and Robotics

      Pages: 510-51

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] Possible Roles of Pre-synaptic Connections in Neural Circuits2009

    • Author(s)
      H. Watanabe and K. Aihara
    • Journal Title

      Proceedings of Thirteenth International Symposium on Artificial Life and Robotics

      Pages: 510-513

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 雑音の効用2008

    • Author(s)
      合原一幸
    • Journal Title

      日本歯科医師会雑誌 61(8)

      Pages: 856-857

    • Related Report
      2008 Annual Research Report
  • [Presentation] 複雑系数理モデル学とその脳型情報処理への応用2014

    • Author(s)
      合原一幸
    • Organizer
      第 4 回「分子アーキテクトニクス」研究会
    • Place of Presentation
      東京(東京大学本郷キャンパス)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Background Mechanisms for the Suppression of Beta Rhythm during Movement: A Modeling Approach2013

    • Author(s)
      K. Morita, X. Li, M. Small, and H. P. C. Robinson
    • Organizer
      計測自動制御学会,ライフエンジニアリング部門シンポジウム2013(LE2013)
    • Place of Presentation
      神奈川県横浜市(慶應義塾大学日吉キャンパス
    • Year and Date
      2013-09-14
    • Related Report
      2013 Final Research Report
  • [Presentation] NeuronInspired System with Chaotic Dynamics, JSPS Core-to-Core Program2013

    • Author(s)
      K.Aihara
    • Organizer
      International Core Research Center for Micro / NanoChemistry
    • Place of Presentation
      The University of Tokyo, Tokyo, Japan
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] Signal processing in neural networks that generate or receive noise2013

    • Author(s)
      I. Nishikawa, K. Aihara, and T. Toyoizumi
    • Organizer
      Computational and SystemsNeuroscience (Cosyne) 2013
    • Place of Presentation
      Salt Lake City, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Neuron Inspired System with Chaotic Dynamics2013

    • Author(s)
      Kazuyuki Aihara
    • Organizer
      JSPS Core-to-Core Program, International Core Research Center for Micro / Nano Chemistry
    • Place of Presentation
      The University of Tokyo, Tokyo, Japan
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Brain Inspired System with Chaotic Dynamics2013

    • Author(s)
      Kazuyuki Aihara
    • Organizer
      Workshop on Brain-Inspired Systems
    • Place of Presentation
      The University of Tokyo, Tokyo, Japan (Frankfurt ⇔ Tokyo テレビ会議)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Nonstandard Scaling Law of Fluctuations in Globally Coupled Oscillator Systems2013

    • Author(s)
      Isao Nishikawa,Gouhei Tanaka, and Kazuyuki Aihara
    • Organizer
      The 3rd International Symposium on Innovative Mathematical Modelling
    • Place of Presentation
      The University of Tokyo, Tokyo, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Background Mechanisms for the Suppression of Beta Rhythm during Movement: A Modeling Approach2013

    • Author(s)
      Kenji Morita, Xiumin Li, Michael Small, Hugh P. C. Robinson
    • Organizer
      計測自動制御学会,ライフエンジニアリング部門シンポジウム2013(LE2013)
    • Place of Presentation
      神奈川県横浜市(慶應義塾大学日吉キャンパス)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大域結合振動子系における揺らぎの非標準的なスケーリング則2013

    • Author(s)
      西川功, 田中剛平, 合原 一幸
    • Organizer
      日本物理学会 2013年春季大会
    • Place of Presentation
      広島市
    • Related Report
      2011 Annual Research Report
  • [Presentation] Signal processing in neural networks that generate or receive noise2013

    • Author(s)
      Isao Nishikawa, Kazuyuki Aihara, and Taro Toyoizumi
    • Organizer
      Computational and Systems Neuroscience (Cosyne) 2013
    • Place of Presentation
      Salt Lake City, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] 蔵本モデルで素子数無限大でもカオスであり続ける条件について2012

    • Author(s)
      西川功, 合原一幸
    • Organizer
      日本物理学会2012年春季大会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] Coherence Patterns in Neural Fields at Criticality2012

    • Author(s)
      Teerasit Termsaithong, Makito Oku, Kazuyuki Aihara
    • Organizer
      Proceedings of Seventeenth International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2012-01-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複雑系数理モデリングと脳の動力学2012

    • Author(s)
      合原一幸 (特別講演)
    • Organizer
      第27回日本生体磁気学会大会
    • Place of Presentation
      東京(東京電機大学千住キャンパス)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Effects of coupling schemes on finite size scaling in globally coupled phase oscillators2012

    • Author(s)
      Isao Nishikawa, Koji Iwayama, Gouhei Tanaka, Takehiko Horita, and Kazuyuki Aihara
    • Organizer
      The 2nd International Symposium on Innovative Mathematical Modelling
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Exploring the Nature of Cortical Recurrent Interactions2011

    • Author(s)
      Kenji Morita, Rita Kalra, Kazuyuki Aihara, Hugh P.C.Robinson
    • Organizer
      International Conference of Numerical Analysis and Applied Mathematics 2011
    • Place of Presentation
      Halkidiki, Greece(招待講演)
    • Year and Date
      2011-09-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] 蔵本大同モデルにおける有限サイズスケーリング2011

    • Author(s)
      西川功, 合原一幸
    • Organizer
      日本物理学会2011年秋季大会
    • Place of Presentation
      富山大学
    • Year and Date
      2011-09-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] A Theory of Distributed Code Integration for Cortical Circuits2011

    • Author(s)
      Taichi Kiwaki, Tetsuya Kobayashi, Kazuyuki Aihara
    • Organizer
      roceedings of the 2011 International Symposium on Nonlinear Theory and its Applications (NOLTA2011)
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2011-09-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] Signal Transmission in Multilayer Asynchronous Neural Networks2011

    • Author(s)
      Wataru Kobayashi, Makito Oku, Kazuyuki Aihara
    • Organizer
      Proceedings of Sixteenth International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2011-03-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] 位相同期現象の平均場近似モデルが示す揺らぎの異常性II2011

    • Author(s)
      西川功, 合原二幸
    • Organizer
      日本物理学会第66回年次大会
    • Place of Presentation
      新潟
    • Year and Date
      2011-03-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] 位相同期現象の平均場近似モデルが示す揺らぎの異常性2010

    • Author(s)
      西川功, 合原一幸
    • Organizer
      日本物理学会2010年秋季大会
    • Place of Presentation
      堺市
    • Year and Date
      2010-09-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] 生物界の複雑系の眺め方,複雑系数理解析初級講座2010

    • Author(s)
      合原一幸(招待講演)
    • Organizer
      CCT 2010 (Complex Cardiorascular Therapeutics 2010)
    • Place of Presentation
      神戸
    • Year and Date
      2010-01-30
    • Related Report
      2009 Annual Research Report
  • [Presentation] γ振動を伴う持続的神経活動が再帰入力によって維持される機構の探索2010

    • Author(s)
      K. Morita
    • Organizer
      第33回日本神経科学大会・第53回日本神経化学会大会・第20回日本神経回路学会大会合同大会
    • Place of Presentation
      神戸
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] γ振動を伴う持続的神経活動が再帰入力によって維持される機構の探索2010

    • Author(s)
      K.Morita
    • Organizer
      第33回日本神経科学大会・第53回日本神経化学会大会・第20回日本神経回路学会大会合同大会; NeUroscience Research 68(1),p.e45
    • Place of Presentation
      神戸(招待講演)
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Identifying Common Hidden Causes from Bivariate Time Series in the Brain2010

    • Author(s)
      Yoshito Hirata, Yoshiya Matsuzaka, Hajime Mushiake, Kazuyuki Aihara
    • Organizer
      458th WE-Heraeus-seminar, SYNCLINE 2010 Synchronization in Complex Networks
    • Place of Presentation
      Bad Honnef, Germany
    • Related Report
      2010 Annual Research Report
  • [Presentation] How is more different in nonlinear dynamics of the brain?2009

    • Author(s)
      合原一幸(招待講演)
    • Organizer
      DEX-SMI2009研究成果発表会
    • Place of Presentation
      東京
    • Year and Date
      2009-12-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] Music Similarity Measure Using a Nonlinear Time Series Analysis Method2009

    • Author(s)
      K.Sawai, Y.Hirata, K.Aihara
    • Organizer
      2009 International Symposium on Nonlinear Theory and Its Applications
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2009-10-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] 蔵本モデルにおける新しい臨界指数2009

    • Author(s)
      西川功, 合原一幸
    • Organizer
      日本物理学会
    • Place of Presentation
      熊本
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Complex System Modelling and its Applications2009

    • Author(s)
      Kazuyuki Aihara (Plenary Lecture)
    • Organizer
      9th Hellenic European Research on Computer Mathematics and its Applications Conference (HERCMA 2009)
    • Place of Presentation
      Athens, Greece
    • Year and Date
      2009-09-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] 単一神経細胞内の空間的非一様性が入出力関係に与える影響2009

    • Author(s)
      森田賢治
    • Organizer
      第32回 日本神経科学大会
    • Place of Presentation
      名古屋
    • Year and Date
      2009-09-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] 数理工学から見る脳2009

    • Author(s)
      合原一幸
    • Organizer
      第90回公共哲学京都フォーラム,リーガロイヤルホテル京都
    • Place of Presentation
      京都(招待講演)
    • Year and Date
      2009-06-20
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] 数理工学から見る脳2009

    • Author(s)
      合原一幸(招待講演)
    • Organizer
      第90回公共哲学京都フォーラム
    • Place of Presentation
      京都
    • Year and Date
      2009-06-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Neural Coding, Time Series Analysis, and Mathematical Modelling2009

    • Author(s)
      K. Aihara
    • Organizer
      11th Tamagawa Dynamic Brain Forum DBF'09 Creativity, Dynamics, and Murual Interaction
    • Place of Presentation
      Atami, Japan
    • Year and Date
      2009-03-02
    • Related Report
      2008 Annual Research Report
  • [Presentation] Mathematical Modelling of Complex Systems and its Possible Applications2009

    • Author(s)
      K. Aihara (Plenary Talk)
    • Organizer
      Thirteenth International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2009-02-06
    • Related Report
      2008 Annual Research Report
  • [Presentation] Long Time-scale Fluctuations in Strength of Synchronization2009

    • Author(s)
      I. Nishikawa and K. Aihara
    • Organizer
      Dynamics Days
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2009-01-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] Mathematical Modelling of Complex Systems and its Possible Applications2009

    • Author(s)
      合原一幸
    • Organizer
      Proceedings of Thirteenth International Symposium on Artificial Life and Robotics, pp.21-22
    • Place of Presentation
      Beppu, Japan Plenary Talk
    • Related Report
      2010 Self-evaluation Report
  • [Book] 神経回路と数理脳科学,pp.101-127;複雑ネットワーク,pp.241-255,応用数理ハンドブック (日本応用数理学会監修,薩摩順吉他)2013

    • Author(s)
      合原一幸 (章編著)
    • Total Pages
      685
    • Publisher
      朝倉書店
    • Related Report
      2013 Final Research Report
  • [Book] ``Analyzing multiple spike trains using distance measures and recurrence plots," in 'Springer Handbook of Bio- and Neuroinformatics,' ed. by N. Kasabov2013

    • Author(s)
      Yoshito Hirata, Eric J. Lang, and Kazuyuki Aihara
    • Total Pages
      1288
    • Publisher
      Springer
    • Related Report
      2012 Annual Research Report
  • [Book] 「神経回路と数理脳科学」,pp.101-127; 「複雑ネットワーク」,pp.241-255, 『応用数理ハンドブック』 (日本応用数理学会 監修,薩摩順吉,大石進一,杉原正顯 編)2013

    • Author(s)
      合原一幸 (章編著)
    • Total Pages
      685
    • Publisher
      朝倉書店
    • Related Report
      2012 Annual Research Report
  • [Book] 理工学系からの脳科学入門2008

    • Author(s)
      合原一幸,神崎亮平編著
    • Total Pages
      219
    • Publisher
      東京大学出版会
    • Related Report
      2013 Final Research Report 2008 Annual Research Report
  • [Book] 理工学系からの脳科学入門2008

    • Author(s)
      合原一幸, 神崎亮平編著
    • Publisher
      東京大学出版会
    • Related Report
      2010 Self-evaluation Report

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Published: 2008-04-01   Modified: 2019-07-29  

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