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Common neural basis of Weber's law and Hick's law

Research Project

Project/Area Number 23500379
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionThe Institute of Physical and Chemical Research

Principal Investigator

OKAMOTO Hiroshi  独立行政法人理化学研究所, 脳科学総合研究センター, 客員研究員 (00374067)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords意思決定 / 多肢択一 / 決定時間 / 皮質回路 / 複雑ネットワーク / モジュール / コミュニティ / セルアセンブリ / 確率過程 / ヒックの法則 / ウェーバーの法則 / ネットワーク / 神経機構 / ヒューマンコンピュータインタラクション / タイミング / モデル / ウェーバー則
Outline of Final Research Achievements

Decision timing of multi-alternative decision is known to follow Hick's law: The decision time is a linear function of the log of the number of alternatives. However, little is known about neural mechanisms underlying Hick's law. We have succeeded in constructing a cortical circuit model that can replicate Hick's law. This model also predicts that decision timing of multi-alternative decision will follow Weber's law: The coefficient of variation of decision timing is constant with the number of alternatives. These results suggest that Hick's law and Weber's law, though links between these empirical laws have been little discussed so far, have common neural bases.
We have also put forward a method of local detection communities in complex networks, which models neural mechanisms of multi-alternative decision. The proposed method outperforms a state-of-the-art method. These demonstrate that modelling the real brain is beneficial for creating novel and practically useful technology.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (22 results)

All 2015 2014 2013 2012 2011

All Journal Article (7 results) (of which Peer Reviewed: 6 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (15 results) (of which Invited: 1 results)

  • [Journal Article] コネクトーム・複雑ネットワーク科学・全脳ネットワーク分析2015

    • Author(s)
      岡本洋
    • Journal Title

      知能と情報(知能情報ファジィ学会誌)

      Volume: 27

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Local Detection of Communities by Attractor Neural-Network Dynamics2014

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Artificial Neural Networks Springer Series in Bio-/Neuroinformatics

      Volume: 4 Pages: 115-125

    • DOI

      10.1007/978-3-319-09903-3_6

    • ISBN
      9783319099026, 9783319099033
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Extracting Communities from Citation Networks of Patents: Application of the Brain-Inspired Mechanism of Information Retrieval2014

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      Volume: 134 Pages: 269-282

    • DOI

      10.1007/978-3-319-06944-9_19

    • ISBN
      9783319069432, 9783319069449
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Local Detection of Communities by Neural-Network Dynamics2013

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Lecture Notes in Computer Science (Springer)

      Volume: 8131 Pages: 50-57

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Local detection of communities by an analogy to memory recall in the brain2013

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Biologically Inspired Cognitive Architectures (Elsevier)

      Volume: 6 Pages: 12-17

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extracting Tailored Protein Complexes from Protein-Protein Interaction Networks2012

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Lecture Notes in Computer Science (LNCS)

      Volume: 7223 Pages: 250-263

    • DOI

      10.1007/978-3-642-28792-3_30

    • ISBN
      9783642287916, 9783642287923
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Topic-Dependent Document Ranking:Citation Network Analysis by Analogy to Memory Retrieval in the Brain2011

    • Author(s)
      Hiroshi Okamoto
    • Journal Title

      Lecture Notes in Computer Science (LNCS)

      Volume: 6791 Pages: 371-378

    • DOI

      10.1007/978-3-642-21735-7_46

    • ISBN
      9783642217340, 9783642217357
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Modular decomposition of Markov chain: Detecting overlapping and hierarchically organized communities in networks2015

    • Author(s)
      Hiroshi Okamoto, Xule Qiu
    • Organizer
      NetSci x2015
    • Place of Presentation
      FGV, Rio de Janeiro, Brazil
    • Year and Date
      2015-01-14 – 2015-01-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] 脳ネットワークからのコミュニティ構造の検出2014

    • Author(s)
      岡本洋
    • Organizer
      第30回ファジィシステムシンポジウム
    • Place of Presentation
      高知県高知市(高知城ホール)
    • Year and Date
      2014-09-01 – 2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] マルコフ連鎖のモジュール分解:ネットワークからの重なりと階層構造を持つコミュニティの検出2014

    • Author(s)
      岡本洋
    • Organizer
      ネットワークが創発する知能研究会(JWEIN2014)
    • Place of Presentation
      東京都調布市(電気通信大学)
    • Year and Date
      2014-08-21 – 2014-08-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分散と集中:全脳ネットワーク分析が示唆する統合アーキテクチャ2014

    • Author(s)
      岡本洋
    • Organizer
      第6回全脳アーキテクチャ勉強会: 統合アーキテクチャー ~神経科学分野とAI分野の研究蓄積の活用に向けて~
    • Place of Presentation
      東京都千代田区(グラントウキョウサウスタワー)
    • Year and Date
      2014-07-18
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 脳における記憶想起とのアナロジーによるコミュニティ局所検出2014

    • Author(s)
      岡本洋
    • Organizer
      2014年度人工知能学会全国大会(第28回)JSAI2014
    • Place of Presentation
      愛媛県松山市(ひめぎんホール)
    • Year and Date
      2014-05-12 – 2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 脳ネットワークのモジュール分解2013

    • Author(s)
      岡本洋
    • Organizer
      第27回人工知能学会全国大会
    • Place of Presentation
      富山市
    • Related Report
      2013 Research-status Report
  • [Presentation] 脳ネットワークからの重なりと階層とを有するコミュニティ構造の抽出2013

    • Author(s)
      岡本洋
    • Organizer
      Neuro2013(第36回日本神経科学大会、第56回日本神経化学会大会、 第23回日本神経回路学会大会)
    • Place of Presentation
      京都市
    • Related Report
      2013 Research-status Report
  • [Presentation] 脳ネットワークからの重なりと階層を持つコミュニティ構造の抽出2013

    • Author(s)
      岡本洋
    • Organizer
      第10回 ネットワーク生態学シンポジウム
    • Place of Presentation
      神戸市
    • Related Report
      2013 Research-status Report
  • [Presentation] Extracting Communities from Citation Networks of Patents: Application of the2012

    • Author(s)
      Hiroshi Okamoto
    • Organizer
      The 7th International ICST Conference on Bio-Inspired Models of Network, Information and Computing Systems
    • Place of Presentation
      Lugano, Switzerland
    • Related Report
      2012 Research-status Report
  • [Presentation] 離散マルコフ過程に基づくネットワーククラスタリング2012

    • Author(s)
      岡本洋
    • Organizer
      第9回ネットワーク生態学シンポジウム
    • Place of Presentation
      沖縄国際大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ヒックの法則の神経基盤:多者択一過程における決定タイミングを説明する皮質回路モデル2011

    • Author(s)
      岡本洋, 深井朋樹
    • Organizer
      2011年度人工知能学会全国大会
    • Place of Presentation
      盛岡
    • Related Report
      2011 Research-status Report
  • [Presentation] 多者択一における意思決定タイミング:モデル構築・解析に基づく神経機構の解明2011

    • Author(s)
      岡本洋, 深井朋樹
    • Organizer
      第34回日本神経科学大会
    • Place of Presentation
      横浜
    • Related Report
      2011 Research-status Report
  • [Presentation] Neural mechanism for psychological timing of multi-alternative decision2011

    • Author(s)
      Hiroshi Okamoto, Tomoki Fukai
    • Organizer
      Neuroscience 2011
    • Place of Presentation
      Washington DC
    • Related Report
      2011 Research-status Report
  • [Presentation] Topic-Dependent Document Ranking:Citation Network Analysis by Analogy to Memory Retrieval in the Brain2011

    • Author(s)
      Hiroshi Okamoto
    • Organizer
      International Conference on Artificial Neural Networks (ICANN 2011)
    • Place of Presentation
      Espoo, Finland
    • Related Report
      2011 Research-status Report
  • [Presentation] Extracting Tailored Protein Complexes from Protein-Protein Interaction Networks2011

    • Author(s)
      Hiroshi Okamoto
    • Organizer
      International Conference on Information Processing in Cells and Tissues (IPCAT 2012)
    • Place of Presentation
      Trinity College, Cambridge, UK
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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