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Inference of functional networks between brain regions

Planned Research

Project AreaNon-linear Neuro-oscillology: Towards Integrative Understanding of Human Nature
Project/Area Number 15H05877
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 InstitutionRitsumeikan University

Principal Investigator

Kitano Katsunori  立命館大学, 情報理工学部, 教授 (90368001)

Co-Investigator(Kenkyū-buntansha) 北城 圭一  生理学研究所, システム脳科学研究領域, 教授 (70302601)
青柳 富誌生  京都大学, 情報学研究科, 教授 (90252486)
Project Period (FY) 2015-06-29 – 2020-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥82,160,000 (Direct Cost: ¥63,200,000、Indirect Cost: ¥18,960,000)
Fiscal Year 2019: ¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
Fiscal Year 2018: ¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
Fiscal Year 2017: ¥16,510,000 (Direct Cost: ¥12,700,000、Indirect Cost: ¥3,810,000)
Fiscal Year 2016: ¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
Fiscal Year 2015: ¥16,510,000 (Direct Cost: ¥12,700,000、Indirect Cost: ¥3,810,000)
Keywords脳波 / 機能的ネットワーク / 移動エントロピー / 経頭蓋磁気刺激 / 位相ダイナミクス / 位相応答 / リズム現象 / 因果性
Outline of Final Research Achievements

Functional network analysis between brain regions is attracting attention as the method to clarify the process of neural information transmission and to characterize neurological disorders. We have studied effective methods to derive functional connections and networks. Utilizing the neural activity data that enables us to verify causality of neural activity between brain regions such as the activity during sensory stimulation or transcranial magnetic stimulation, we applied several representative methods to the data. As a result, we confirmed the effectiveness of information-theoretic methods such as transfer entropy.

Academic Significance and Societal Importance of the Research Achievements

脳領域間の機能的ネットワーク解析は、脳領域間の情報の流れを同定し、脳における情報処理機能の仕組みを理解するための研究手法の一つである。また、いわゆるバイオマーカーと呼ばれる疾患に関係する物質の検出による診断が困難とされる神経疾患に対し、この解析手法は、正常時と疾患時の脳活動の違いを可視化できると示唆されており、こうした疾患の診断方法の確立に寄与すると考えられる。したがって、この手法を確立することは、これらの課題に貢献するものと期待される。

Report

(6 results)
  • 2020 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (104 results)

All 2020 2019 2018 2017 2016 2015

All Journal Article (23 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 22 results,  Open Access: 17 results,  Acknowledgement Compliant: 6 results) Presentation (81 results) (of which Int'l Joint Research: 23 results,  Invited: 25 results)

  • [Journal Article] Interaction Mechanisms Quantified from Dynamical Features of Frog Choruses2020

    • Author(s)
      Ota Kaiichiro, Aihara Ikkyu and Aoyagi Toshio
    • Journal Title

      Royal Society Open Science

      Volume: 7 Issue: 3 Pages: 191693-191693

    • DOI

      10.1098/rsos.191693

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of recurrent infomax on the information processing capability of input-driven recurrent neural networks2020

    • Author(s)
      Takuma Tanaka, Kohei Nakajima and Toshio Aoyagi
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 225-233

    • DOI

      10.1016/j.neures.2020.02.001

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [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: 1-9

    • DOI

      10.1016/j.neures.2020.02.004

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mathematical mechanism of state-dependent phase resetting properties of alpha rhythm in the human brain2020

    • Author(s)
      Kei-Ichi Ueda, Yasumasa Nishiura, Keiichi Kitajo
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 1-13

    • DOI

      10.1016/j.neures.2020.03.007

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Probing dynamical cortical gating of attention with concurrent TMS-EEG2020

    • Author(s)
      Yuka O. Okazaki, Yuji Mizuno, Keiichi Kitajo
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 1-10

    • DOI

      10.1038/s41598-020-61590-2

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reconstructing neuronal circuitry from parallel spike trains2019

    • Author(s)
      Kobayashi Ryota、Kurita Shuhei、Kurth Anno、Kitano Katsunori、Mizuseki Kenji、Diesmann Markus、Richmond Barry J.、Shinomoto Shigeru
    • Journal Title

      Nature Communications

      Volume: 10 Issue: 1 Pages: 4468-4468

    • DOI

      10.1038/s41467-019-12225-2

    • NAID

      120006728081

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Phase-Amplitude Coupling of Neural Oscillations Can Be Effectively Probed with Concurrent TMS-EEG2019

    • Author(s)
      Glim Sarah、Okazaki Yuka O.、Nakagawa Yumi、Mizuno Yuji、Hanakawa Takashi、Kitajo Keiichi
    • Journal Title

      Neural Plasticity

      Volume: 2019 Pages: 1-13

    • DOI

      10.1155/2019/6263907

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Neural network model for path-finding problems with the self-recovery property2019

    • Author(s)
      Ueda Kei-Ichi, Kitajo Keiichi, Yamaguchi Yoko, Nishiura Yasumasa
    • Journal Title

      Physical Review E

      Volume: 99 Issue: 3 Pages: 032207-032207

    • DOI

      10.1103/physreve.99.032207

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Different activity patterns in retinal ganglion cells of TRPM1 and mGluR6 knockout mice2018

    • Author(s)
      Takeuchi H, Horie S, Moritoh S, Matsushima H, Hori T, Kimori Y, Kitano K, Tsubo Y, Tachibana M & Koike C
    • Journal Title

      BioMed Research International

      Volume: 2018 Pages: 2963232-2963232

    • DOI

      10.1155/2018/2963232

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 非線形物理学から見たニューラルネットワークの学習 (特集 物理学とAI)2018

    • Author(s)
      伊藤 浩之, 青柳 富誌生
    • Journal Title

      人工知能 : 人工知能学会誌

      Volume: 33(4) Pages: 403-411

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian estimation of phase dynamics based on partially sampled spikes generated by realistic model neurons2018

    • Author(s)
      Kento Suzuki,Toshio Aoyagi,Katsunori Kitano
    • Journal Title

      Frontiers in Computational Neuroscience

      Volume: 11 Pages: 116-116

    • DOI

      10.3389/fncom.2017.00116

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A dynamical systems approach for estimating phase interactions between rhythms of different frequencies from experimental data2018

    • Author(s)
      Takayuki Onojima,Takahiro Goto,Hiroaki Mizuhara,Toshio Aoyagi
    • Journal Title

      PLOS Computational Biology

      Volume: 14 Issue: 1 Pages: e1005928-e1005928

    • DOI

      10.1371/journal.pcbi.1005928

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Ongoing slow oscillatory phase modulates speech intelligibility in cooperation with motor cortical activity2017

    • Author(s)
      Takayuki Onojima, Keiichi Kitajo, Hiroaki Mizuhara
    • Journal Title

      PLOS One

      Volume: 12(8) Issue: 8 Pages: e0183146-e0183146

    • DOI

      10.1371/journal.pone.0183146

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Robust Measurements of Phase Response Curves Realized via Multicycle Weighted Spike-Triggered Averages2017

    • Author(s)
      Takashi Imai, Kaiichiro Ota and Toshio Aoyagi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 86 Issue: 2 Pages: 024009-024009

    • DOI

      10.7566/jpsj.86.024009

    • NAID

      40021098383

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Impact of slow K+ currents on spike generation can be described by an adaptive threshold model2016

    • Author(s)
      Kobayasi K and Kitano K
    • Journal Title

      Journal of Computational Neuroscience

      Volume: 40 Issue: 3 Pages: 347-362

    • DOI

      10.1007/s10827-016-0601-0

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Evaluation of the phase-dependent rhythm control of human walking using phase response curves.2016

    • Author(s)
      Tetsuro Funato, Yuki Yamamoto, Shinya Aoi, Takashi Imai, Toshio Aoyagi, Nozomi Tomita, and Kazuo Tsuchiya.
    • Journal Title

      PLoS Computational Biology

      Volume: - Issue: 5 Pages: 1-23

    • DOI

      10.1371/journal.pcbi.1004950

    • NAID

      120005818280

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Dynamics of two populations of phase oscilltors with different frequency distributions2016

    • Author(s)
      Yu Terada and Toshio Aoyagi
    • Journal Title

      Physical Review E

      Volume: 94 Issue: 1 Pages: 012213-012213

    • DOI

      10.1103/physreve.94.012213

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Nonstandard transitions in the Kuramoto model: a role of asymmetry in natural frequency distributions2016

    • Author(s)
      Yu Terada, Keigo Ito, Toshio Aoyagi and Yoshiyuki Y. Yamaguchi
    • Journal Title

      Journal of Statistical Mechanics: Theory and Experiment: Theory and Experiment

      Volume: 13403 Issue: 1 Pages: 13403-13403

    • DOI

      10.1088/1742-5468/aa53f6

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A method for estimating of synaptic connectivity from spike data of multiple neurons2016

    • Author(s)
      Kobayashi R, Kitano K
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 7 Issue: 2 Pages: 156-163

    • DOI

      10.1587/nolta.7.156

    • NAID

      130005142577

    • ISSN
      2185-4106
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A neural network with a biologically possible architecture can implement Bayesian estimation and reproduce Piéron's law2016

    • Author(s)
      Daiki Futagi and Katsunori Kitano
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 7 Issue: 2 Pages: 146-155

    • DOI

      10.1587/nolta.7.146

    • NAID

      130005142578

    • ISSN
      2185-4106
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Improvement effect of measuring phase response curves by using multicycle data2016

    • Author(s)
      T. Imai and T. Aoyagi
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 7 Issue: 2 Pages: 58-65

    • DOI

      10.1587/nolta.7.58

    • NAID

      130005142593

    • ISSN
      2185-4106
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Ryanodine-receptor-driven intracellular calcium dynamics underlying spatial association of synaptic plasticity2015

    • Author(s)
      Daiki Futagi and Katsunori Kitano
    • Journal Title

      Journal of Computational Neuroscience

      Volume: 39 Issue: 3 Pages: 329-347

    • DOI

      10.1007/s10827-015-0579-z

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 脳のシミュレーションを始めるために2015

    • Author(s)
      北野勝則
    • Journal Title

      人工知能

      Volume: 30 Pages: 606-615

    • Related Report
      2015 Annual Research Report
  • [Presentation] 腸の蠕動運動に関わる細胞間のリズム相互作用解析2020

    • Author(s)
      荒井貴光,矢ヶ崎怜,國府寛司,高橋淑子,青柳富誌生
    • Organizer
      日本物理学会 第75回年次大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] カエルの合唱における相互作用の非自明な特徴2020

    • Author(s)
      那須悠太,合原一究,武田龍,青柳富誌生
    • Organizer
      日本物理学会 第75回年次大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Transient oscillatory dynamics and brain disorders2020

    • Author(s)
      北城圭一
    • Organizer
      第6回Neuroscience Network in Kobe シンポジウム.
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Normal and pathological states generated by dynamical properties of the retinal circuit2019

    • Author(s)
      Katsunori KITANO
    • Organizer
      神経科学学会
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of directional information flow induced by TMS based on symbolic transfer entropy2019

    • Author(s)
      Song Ye, Keiichi Kitajo, Katsunori Kitano
    • Organizer
      International Conference on Artificial Neural Networks
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in electroencephalogram phase dynamics induced by transcranial magnetic stimulation2019

    • Author(s)
      Yuki Sasaoka, Yoichi Iwai, Daiki Futagi, Keiichi Kitajo, Katsunori Kitano
    • Organizer
      Society for Neuroscience 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 多点計測データに対する機能的結合解析2019

    • Author(s)
      北野勝則
    • Organizer
      日本時間生物学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 脳の神経リズムネットワークの機能と病態2019

    • Author(s)
      北城圭一
    • Organizer
      運動神経科学研究会 第15回脳神経科学福岡セミナー
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 脳の神経リズムネットワークの機能と病態特性2019

    • Author(s)
      北城圭一
    • Organizer
      運動神経科学研究会 第15回脳神経科学福岡セミナー
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 脳のリズムネットワークと脳卒中病態との関連2019

    • Author(s)
      北城圭一
    • Organizer
      医療法人穂翔会村田病院リハビリテーション部特別講演会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 非侵襲脳刺激によるヒトの脳リズム活動の機能解明2019

    • Author(s)
      北城圭一
    • Organizer
      第9回名古屋大学医学系研究科・生理学研究所合同シンポジウム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Changes in cross frequnecy information trasnfer associated with epileptic seizures - real world data of invasive EEG before epilepsy surgery-2019

    • Author(s)
      Hiroshi Yokoyama,Riki Matsumoto, Katsunori Kitano, Toshio Aoyagi, Masao Matsuhash, Takayuki Kikuchi, Takeharu Kunieda, Akio Ikeda, Keiichi Kitajo
    • Organizer
      第9回名古屋大学医学系研究科・生理学研究所合同シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Measuring cross frequency information transfer in epileptic seizures: an ECoG study2019

    • Author(s)
      横山 寛,松本理器,北野勝則,青柳富誌生,松橋眞生,菊池隆幸,國枝武治,池田昭夫, 北城圭一
    • Organizer
      第3回ヒト脳イメージング研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] てんかん発作の神経ダイナミクス2019

    • Author(s)
      北城圭一
    • Organizer
      第53回日本てんかん学会学術集会 プレコングレスシンポジウム,第2回Advanced ECoG/EEG Analysis in Epilepsy(AEEE)研究会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Information theoretic analysis of epileptic seizure in ECoG - Cross frequency coupling and information transfer -2019

    • Author(s)
      Hiroshi Yokoyama, Riki Matsumoto, Katsunori Kitano, Toshio Aoyagi, Masao Matsuhashi, Takayuki Kikuchi, Takeharu Kunieda, Akio Ikeda, Keiichi Kitajo
    • Organizer
      Neural Oscillation Conference 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Hierarchical neural dynamics in healthy and epileptic brains.2019

    • Author(s)
      Keiichi Kitajo
    • Organizer
      NIPS-McGill collaborative workshop 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 力学系的視点からの時系列データ解析-モデルベースとモデルフリーのアプローチ-2019

    • Author(s)
      青柳富誌生
    • Organizer
      神戸大学極みプロジェクト「ホログラフィック技術による生命現象の4次元計測・操作の実現とその臨床利用」キックオフシンポジウム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 平均振動数の異なる振動子集団の結合系でみられる同期現象の解析2019

    • Author(s)
      窪田修, 今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 第74回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Permutation分布に基づくコンセプトドリフトの検出2019

    • Author(s)
      枡井啓貴, 中嶋浩平, 青柳富誌生
    • Organizer
      日本物理学会 第74回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 位相振動子モデルに基づいたカエルの鳴き声の相互作用の解析と統計的検証2019

    • Author(s)
      堀之内翔大,合原一究,青柳富誌生
    • Organizer
      日本物理学会 第74回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Impaired neuronal response leads to hyperexcitble seizure-like network bursts through synaptic scaling2018

    • Author(s)
      Tomoyuki MIMURA, Tomoki ITO, Tenpei AKITA, Atsuo FUKUDA, Katsunori KITANO
    • Organizer
      FENS2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Short-term plasticity and upregulation of bipolar-ganglion synapses can resolve the neural states both in the normal and the rd1 retinas2018

    • Author(s)
      Katsunori KITANO, Kanako Taniguchi
    • Organizer
      Neuroscience2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Unravelling individual differences in nonlinear neural dynamics and brain functions. Bioengineering Graduate Program2018

    • Author(s)
      Keiichi Kitajo
    • Organizer
      The Hong Kong University of Science & Technology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Novel approaches to individual differences in intrinsic neural dynamics and human behavior. International Symposium on Cutting Edge Technology for EEG Data Analysis2018

    • Author(s)
      Keiichi Kitajo
    • Organizer
      International Symposium on Cutting Edge Technology for EEG Data Analysis
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 神経ダイナミクスと社会性障害2018

    • Author(s)
      北城圭一
    • Organizer
      2018年度生理研研究会『社会神経科学的アプローチによる精神疾患の社会性障害の理解』
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 脳のリズムネットワークの機能と回復メカニズム2018

    • Author(s)
      北城圭一
    • Organizer
      第27回日本交通医学工学研究会 学術総会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 神経リズムネットワークの機能と病態2018

    • Author(s)
      北城圭一
    • Organizer
      第14回運動神経科学研究会・脳神経科学大阪セミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 脳のリズム現象と脳機能の個人特性2018

    • Author(s)
      北城圭一
    • Organizer
      日本認知心理学会第16回大会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 脳波非線形ダイナミクスの個人特性と病態の操作的解明2018

    • Author(s)
      北城圭一
    • Organizer
      慶應義塾大学医学部精神・神経科学教室・研究セミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 脳活動非線形ダイナミクスの機能と個人特性2018

    • Author(s)
      北城圭一
    • Organizer
      電子情報通信学会東海支部 第2回学生会講演会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 脳のリズムネットワークの基礎・応用研究2018

    • Author(s)
      北城圭一
    • Organizer
      第13回運動神経科学研究会・脳神経科学東京セミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] カオス的遍歴時系列データのテンソル分解解析の試み2018

    • Author(s)
      荒井貴光, 青柳富誌生
    • Organizer
      電子情報通信学会 複雑コミュニケーションサイエンス (CCS)研究会 2018年度第1回第1種研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 平均振動数の著しく異なる振動子集団の結合系で見られる同期現象2018

    • Author(s)
      窪田修, 今井貴史, 青柳富誌生
    • Organizer
      電子情報通信学会 複雑コミュニケーションサイエンス (CCS)研究会 2018年度第1回第1種研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 外力下におけるデータ駆動型位相縮約2018

    • Author(s)
      枡井啓貴, 今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 2018年秋季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] てんかん発作の特徴づけから予測の展望まで~Permutation-Information Theoretic Approach~2018

    • Author(s)
      枡井啓貴
    • Organizer
      次世代脳プロジェクト冬のシンポジウム、新学術領域研究「適応回路シフト」「身体性システム」「オシロロジー」「人工知能と脳科学」「脳情報動態」5領域合同シンポジウム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 位相振幅同期を呈するシンプルモデルのノイズ下での挙動2018

    • Author(s)
      窪田修, 今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 第73回年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 位相振動子モデルに基づいたカエルの鳴き声の相互作用の解析2018

    • Author(s)
      堀之内翔大 , 合原一究, 青柳富誌生
    • Organizer
      日本物理学会 第73回年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 時系列データを用いた位相応答曲線のベイズ推定について2018

    • Author(s)
      枡井啓貴 , 今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 第73回年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 振動子間結合の推定を介した位相データの正規化手法2018

    • Author(s)
      今井貴史, 枡井啓貴, 青柳富誌生
    • Organizer
      日本物理学会 第73回年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] カオス遍歴時系列データの主成分分析2018

    • Author(s)
      荒井貴光, 青柳富誌生
    • Organizer
      日本物理学会 第73回年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Individual differences in nonlinear neural dynamics and human behavior2018

    • Author(s)
      Keiichi Kitajo
    • Organizer
      OIST seminar
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Region specific entrainment by rTMS2018

    • Author(s)
      Yuka Okazaki, Yumi Nakagawa, Yuji Mizuno, Takashi Hanakawa, Keiichi Kitajo
    • Organizer
      The 4th CiNet Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perturbation approaches to variability in human brain dynamics2018

    • Author(s)
      Keiichi Kitajo
    • Organizer
      Neural Mechanisms of the DLB Hallucinations and Mathematical Modeling
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Manipulative approaches to nonlinear neural oscillations in the human brain.2017

    • Author(s)
      Keiichi Kitajo, Motomu Katsurakawa
    • Organizer
      第94会日本生理学会大会
    • Place of Presentation
      アクトシティ浜松(静岡県・浜松市)
    • Year and Date
      2017-03-30
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Adaptive Group Lassoを用いたリズム間の相互作用の推定2017

    • Author(s)
      小山和輝, 後藤貴宏, 青柳富誌生
    • Organizer
      日本物理学会 2017年春季大会
    • Place of Presentation
      大阪大学(大阪府・豊中市)
    • Year and Date
      2017-03-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 神経系としての結合系における情報流の推定2017

    • Author(s)
      枡井啓貴, 中嶋浩平, 北城圭一, 青柳富誌生
    • Organizer
      日本物理学会 2017年春季大会
    • Place of Presentation
      大阪大学(大阪府・豊中市)
    • Year and Date
      2017-03-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] Contribution of short-term plasticity of the bipolar-ganglion synapse to the activity both in the normal and the degenerating rd1 retina2017

    • Author(s)
      Kanako Taniguchi, Katsunori Kitano
    • Organizer
      26th Annual Computational Neuroscience Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Robust and adaptable motor command representation by sparse coding2017

    • Author(s)
      Nobuhiro Hinakawa, Katsunori Kitano
    • Organizer
      International Conference on Artificial Neural Networks 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Direct estimation of the phase dynamics from spikes of realistically modeled neurons by Bayesian estimation2017

    • Author(s)
      Kento Suzuki, Toshio Aoyagi, Katsunori Kitano
    • Organizer
      Society for Neuroscience Annual Meeting 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of phase coupling functions for cross-frequency synchronization in the EEG data2017

    • Author(s)
      Takayuki Onojima, Takahiro Goto, Hiroaki Mizuhara and Toshio Aoyagi
    • Organizer
      The 40th Annual Meeting of the Japan Neuroscience Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 結合振動子系における外力と応答の位相差および臨界現象2017

    • Author(s)
      寺田裕,伊藤慧吾,青柳富誌生,山口義幸
    • Organizer
      日本物理学会 2017年秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 平均振動数の異なる振動子集団の結合系で見られる間欠的な位相同期2017

    • Author(s)
      窪田修, 今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 2017年秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 振動子系における相互作用の有無が位相応答曲線の推定に与える影響について2017

    • Author(s)
      枡井啓貴, 青柳富誌生
    • Organizer
      日本物理学会 2017年秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 脳のリズムネットワークの基礎とリハビリテーション応用2017

    • Author(s)
      北城圭一
    • Organizer
      第12回「脳神経科学名古屋セミナー」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 脳活動非線形ダイナミクスと脳情報処理の個人特性の操作的解明2017

    • Author(s)
      北城圭一
    • Organizer
      生理学研究所「所長招聘セミナー」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 脳のネットワークダイナミクスの基礎とリハビリテーション応用2017

    • Author(s)
      北城圭一
    • Organizer
      第11回「脳神経科学東京セミナー」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Individual differences in perception can be better explained by intrinsic effective connectivity than by functional connectivity2017

    • Author(s)
      Yuji Mizuno, Masahiro Kawasaki, Masanori Shimono, Carlo Miniussi, Yuka O Okazaki, Kenichi Ueno, Chisato Suzuki, Takeshi Asamizuya, Kang Cheng, Keiichi Kitajo
    • Organizer
      BrainSTIM meeting 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 反復経頭蓋磁気刺激(rTMS)による脳領域特異的な引き込み現象2017

    • Author(s)
      岡崎由香,中川佑美, 水野佑治, 花川隆, 北城圭一
    • Organizer
      平成29年度生理研研究会「第1回ヒト脳イメージング研究会」
    • Related Report
      2017 Annual Research Report
  • [Presentation] Perturbational and computational approaches to nonlinear human brain dynamics2017

    • Author(s)
      Keiichi Kitajo
    • Organizer
      Satellite symposium on 27th “Human brain dynamics research in connectome era”
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Potential roles of intracellular calcium dynamics regulated by calcium stores for spatial association of synaptic plasticity2016

    • Author(s)
      Daiki Futagi, Katsunori Kitano
    • Organizer
      Society for Neuroscience, Neuroscience 2016
    • Place of Presentation
      サンディエゴ、アメリカ合衆国
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Transcranial alternating current stimulation modulated steady-state visual evoked potentials and conscious perception inbinocular rivalry2016

    • Author(s)
      Motomu Katsurakawa, Keiichi Kitajo
    • Organizer
      Society for Neuroscience, Neuroscience 2016
    • Place of Presentation
      サンディエゴ、アメリカ合衆国
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 二部グラフ構造を持つ位相振動子型連想記憶モデル2016

    • Author(s)
      荒井貴光, 青柳富誌生
    • 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
    • Related Report
      2016 Annual Research Report
  • [Presentation] A potential mechanism for spontaneous oscillatory activity in the degenerative mouse retina2016

    • Author(s)
      Kanako Taniguchi, Chieko Koike, Katsunori Kitano
    • Organizer
      International Conference on Artificial Neural Networks 2016
    • Place of Presentation
      バルセロナ、スペイン
    • Year and Date
      2016-09-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of pre- and postsynaptic firing patterns on synaptic competition2016

    • Author(s)
      Nobuhiro Hinakawa, Katsunori Kitano
    • Organizer
      International Conference on Artificial Neural Networks 2016
    • Place of Presentation
      バルセロナ、スペイン
    • Year and Date
      2016-09-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimating interaction among rhythms using Adaptive Group Lasso, Kazuki Koyama2016

    • Author(s)
      Kazuki Koyama, Takahiro Goto and Toshio Aoyagi
    • Organizer
      The 1st International Symposium on Embodied-Brain Systems Science (EmboSS 2016)
    • Place of Presentation
      東京大学(東京都・文京区)
    • Year and Date
      2016-05-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] リズムデータから相互作用を推定するための自然な正則化項2016

    • Author(s)
      後藤貴宏, 小山和輝, 青柳富誌生
    • Organizer
      日本物理学会 第71回年次大会
    • Place of Presentation
      東北学院大学泉キャンパス(宮城県仙台市泉区)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非対称な自然振動数分布を持つ蔵本モデルにおける転移現象2016

    • Author(s)
      伊藤慧吾, 寺田裕, 青柳富誌生, 山口義幸
    • Organizer
      日本物理学会 第71回年次大会
    • Place of Presentation
      東北学院大学泉キャンパス(宮城県仙台市泉区)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] リズムを持つ素子間におけるトランスファーエントロピー2016

    • Author(s)
      寺田裕, 青柳富誌生
    • Organizer
      日本物理学会 第71回年次大会
    • Place of Presentation
      東北学院大学泉キャンパス(宮城県仙台市泉区)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 位相記述が破綻する摂動強度を予測するための基盤的方法2016

    • Author(s)
      今井貴史, 青柳富誌生
    • Organizer
      日本物理学会 第71回年次大会
    • Place of Presentation
      東北学院大学泉キャンパス(宮城県仙台市泉区)
    • Year and Date
      2016-03-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 流体タイマー:時間の情報を空間の情報としてエンコードする2016

    • Author(s)
      中嶋浩平, 青柳富誌生
    • Organizer
      日本物理学会 第71回年次大会
    • Place of Presentation
      東北学院大学泉キャンパス(宮城県仙台市泉区)
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] Sparse estimation of oscillator network from fluctuating rhythmic data2016

    • Author(s)
      Takahiro Goto, Kazuki Koyama and Toshio Aoyagi
    • Organizer
      Neuro data analysis workshop
    • Place of Presentation
      Kyoto University Hospital, Sanyo-ku, Kyoto
    • Year and Date
      2016-02-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] リズムを持つ神経データ間の相互作用の推定2016

    • Author(s)
      後藤貴宏, 小山和輝, 青柳富誌生
    • Organizer
      新学術領域オシロロジー 冬の領域会議
    • 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] リズムを内在するデータ間の力学系に基づく相互作用推定の手法2015

    • Author(s)
      後藤貴宏, 太田絵一郎, 青柳富誌生
    • Organizer
      経済物理学 2015 : 新たな方向性を求めて
    • Place of Presentation
      京都大学 基礎物理学研究所 湯川記念館 Panasonic 国際交流ホール(京都府京都市左京区)
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 流体計算機の記憶容量について2015

    • Author(s)
      中嶋浩平, 青柳富誌生
    • Organizer
      複雑コミュニケーションサイエンス研究会
    • Place of Presentation
      京都大学 稲盛財団記念館 稲盛記念ホール(京都府京都市左京区)
    • Year and Date
      2015-11-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 脳波データにおける位相振動子ネットワークの推定2015

    • Author(s)
      小野島隆之, 太田絵一郎, 後藤貴宏, 水原啓暁, 青柳富誌生
    • Organizer
      複雑コミュニケーションサイエンス研究会
    • Place of Presentation
      京都大学 稲盛財団記念館 稲盛記念ホール(京都府京都市左京区)
    • Year and Date
      2015-11-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Candidate Neural Mechanism for the Exploration of Environment: from the Viewpoint of Statistical Physics2015

    • Author(s)
      Takashi Hayakawa and Toshio Aoyagi
    • Organizer
      International Symposium on Prediction and Decision Making
    • Place of Presentation
      The University of Tokyo Koshiba Hall, Bunkyo-ku, Tokyo
    • Year and Date
      2015-11-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of multi-frequency coupling among neural oscillations2015

    • Author(s)
      Takayuki Onojima, Kaiichiro Ota, Hiroaki Mizuhara and Toshio Aoyagi
    • Organizer
      Cell symposia Engineering the brain
    • Place of Presentation
      The Drake Hotel, Chicago, USA
    • Year and Date
      2015-10-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 水面のダイナミクスを用いて実時間計算を実装する2015

    • Author(s)
      中嶋浩平, 青柳富誌生
    • Organizer
      日本物理学会 2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] 入力に誘導された力学系の分岐現象とその情報処理容量について2015

    • Author(s)
      宮田淳司, 中嶋浩平, 青柳富誌生
    • Organizer
      日本物理学会 2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Strange Non-chaotic Attractorの情報処理能力について2015

    • Author(s)
      中嶋浩平, 茶碗谷毅, 青柳富誌生
    • Organizer
      日本物理学会 2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] 流体計算機:水面のダイナミクスを用いた実時間計算の実装2015

    • Author(s)
      中嶋浩平, 青柳富誌生
    • Organizer
      日本神経回路学会 第25回全国大会
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2015-09-02
    • Related Report
      2015 Annual Research Report

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Published: 2015-07-02   Modified: 2022-11-04  

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