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Evaluation of Time Preference Model by Interdisciplinary Approach and Elucidation of Neural Mechanism

Research Project

Project/Area Number 25540057
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Cognitive science
Research InstitutionAdvanced Telecommunications Research Institute International

Principal Investigator

TANAKA Saori  株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 研究室長 (00505985)

Research Collaborator TAKAGI Yu  株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 連携実習生
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords時間割引 / 主観時間 / 異時点間選択問題 / 強迫性障害 / 強化学習 / 主観的時間 / 主観的効用
Outline of Final Research Achievements

To investigate the neural representation of time in the delay discount model, we conducted a time discount experiment to show that the neural representation of reward and time was separated. We found that these representations depend on individual characteristics. Next, to investigate the influence of subjective time in delay discounting, we developed an experimental protocol to estimate subjective time from brain activity. In order to construct a delay discount model incorporating subjective time, we developed a learning task incorporating prospective and retrospective temporal perspectives and verified the model.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (19 results)

All 2016 2015 2014

All Journal Article (5 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results,  Acknowledgement Compliant: 1 results) Presentation (12 results) (of which Int'l Joint Research: 3 results,  Invited: 4 results) Book (2 results)

  • [Journal Article] Model-based action planning involves cortico-cerebellar and basal ganglia networks2016

    • Author(s)
      Fermin AS, Yoshida T, Yoshimoto J, Ito M, Tanaka SC, Doya K
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 31378-31378

    • DOI

      10.1038/srep31378

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Overstatement in Happiness Reporting with Ordinal, Bounded Scale2016

    • Author(s)
      Saori C.Tanaka, Katsunori Yamada, Ryo Kitada, Satoshi Tanaka, Sho K. Sugawara, Fumio Ohtake and Norihiro Sadato
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 1-8

    • DOI

      10.1038/srep21321

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 経済行動の意思決定メカニズムを解明する新分野2015

    • Author(s)
      田中 沙織
    • Journal Title

      「総力ガイド! これからの経済学」経済セミナー2015年増刊号

      Volume: 2015年増刊号 Pages: 92-93

    • Related Report
      2015 Research-status Report
  • [Journal Article] 衝動性と強迫性 ~計算論的アプローチによる疾患研究2014

    • Author(s)
      田中沙織, 酒井雄希, 成本迅
    • Journal Title

      分子精神医学

      Volume: 15 Pages: 15-22

    • Related Report
      2014 Research-status Report
  • [Journal Article] 神経経済学:経済学と脳科学の邂逅2014

    • Author(s)
      田中 沙織
    • Journal Title

      経済セミナー

      Volume: 679 Pages: 33-36

    • Related Report
      2014 Research-status Report
  • [Presentation] Neural mechanisms for delay discounting in psychiatric disorders2016

    • Author(s)
      Tanaka SC
    • Organizer
      第39回日本神経科学大会
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Neurocomputational model for reward prediction and decision making in psychiatric disorders2016

    • Author(s)
      Tanaka SC
    • Organizer
      30th World Congress of Neuropsychopharmacology (CINP2016)
    • Place of Presentation
      Seoul (Korea)
    • Year and Date
      2016-07-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Computational model of impulsive reaction to anxiety in Obsessive-Compulsive Disorder2015

    • Author(s)
      Tanaka SC, Sakai Y, Sakai Y
    • Organizer
      第38回日本神経科学大会(Neuroscience2015)
    • Place of Presentation
      神戸国際会議場、神戸国際展示場(兵庫県)
    • Year and Date
      2015-07-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Computational model of impulsive reaction to anxiety in Obsessive-Compulsive Disorder2015

    • Author(s)
      Tanaka SC, Sakai Y, and Sakai Y
    • Organizer
      Second Multidisciplinary Conference on Reinforcement Learning and Decision Making
    • Place of Presentation
      Edmonton, Alberta, Canada
    • Year and Date
      2015-06-08 – 2015-06-10
    • Related Report
      2014 Research-status Report
  • [Presentation] Computational model of impulsive reaction to anxiety in Obsessive-Compulsive Disorder2015

    • Author(s)
      Tanaka SC, Sakai Y, Sakai Y
    • Organizer
      2nd Multi-disciplinary Conference on Reinforcement Learning and Decision Making(RLDM2015)
    • Place of Presentation
      Edmonton, Alberta, Canada
    • Year and Date
      2015-06-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reinforcement learning based on impulsively biased time scale and its neural substrate in OCD2015

    • Author(s)
      Yuki Sakai; Saori C. Tanaka; Yoshinari Abe; Seiji Nishida; Takashi Nakamae; Kei Yamada; Kenji Doya; Kenji Fukui; Jin Narumoto
    • Organizer
      2nd Multi-disciplinary Conference on Reinforcement Learning and Decision Making(RLDM2015)
    • Place of Presentation
      Edmonton, Alberta, Canada
    • Year and Date
      2015-06-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] セロトニン神経系の障害をともなう精神疾患における意思決定神経基盤の解明2015

    • Author(s)
      田中 沙織
    • Organizer
      新学術領域研究「予測と意思決定の脳内計算機構の解明による人間理解と応用」第9回領域会議
    • Place of Presentation
      OIST(沖縄県)
    • Year and Date
      2015-04-25
    • Related Report
      2015 Research-status Report
  • [Presentation] 線条体における時間割引マップとその精神疾患研究への応用2015

    • Author(s)
      田中 沙織
    • Organizer
      脳のセミナー最終回
    • Place of Presentation
      京都大学稲森財団記念館(京都府)
    • Year and Date
      2015-04-18
    • Related Report
      2015 Research-status Report
  • [Presentation] 衝動性と強迫性 ~計算論的アプローチによる疾患研究2015

    • Author(s)
      田中 沙織
    • Organizer
      第2回感性脳工学研究会
    • Place of Presentation
      広島大学(広島県)
    • Year and Date
      2015-03-05
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 衝動性と強迫性 ~計算論的アプローチによる疾患研究2015

    • Author(s)
      田中 沙織
    • Organizer
      第1回神経経済学ワークショップ
    • Place of Presentation
      ホテルウィングインターナショナル相模原(神奈川県)
    • Year and Date
      2015-02-20 – 2015-02-22
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Computational model of impulsivity and compulsivity in obsessive-compulsive disorder2014

    • Author(s)
      田中 沙織
    • Organizer
      包括脳ネットワーク冬のシンポジウム
    • Place of Presentation
      東京医科歯科大学(東京都)
    • Year and Date
      2014-12-11
    • Related Report
      2014 Research-status Report
  • [Presentation] Application of computational model of decision-making to psychiatric disorders2014

    • Author(s)
      Saori C. Tanaka
    • Organizer
      International Symposium Adolescent brain & mind and self-regulation
    • Place of Presentation
      東京大学(東京都)
    • Year and Date
      2014-07-05
    • Related Report
      2014 Research-status Report
    • Invited
  • [Book] 情動学シリーズ4 「情動と意思決定」2015

    • Author(s)
      渡邊正孝, 船橋新太郎
    • Publisher
      朝倉書店
    • Related Report
      2015 Research-status Report
  • [Book] アルツハイマー病の早期診断と治療 脳を知る・創る・守る・育む152014

    • Author(s)
      田中沙織
    • Total Pages
      158
    • Publisher
      クバプロ
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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