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Neural decoding of the subjective time

Research Project

Project/Area Number 17K20006
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Research Field Human informatics and related fields
Research InstitutionNational Institute of Information and Communications Technology (2019-2020)
Osaka University (2017-2018)

Principal Investigator

Hayashi Masamichi  国立研究開発法人情報通信研究機構, 脳情報通信融合研究センター脳情報通信融合研究室, 研究員 (50746469)

Project Period (FY) 2017-06-30 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords時間知覚 / 機能的MRI / 頭頂葉 / 認知神経科学
Outline of Final Research Achievements

In this project, we aimed to decode human temporal experience from brain activity patterns using the multivariate pattern analysis method, based on our previous finding that a brain region called the right inferior parietal lobule (rIPL) responds selectively to stimulus durations. This project ended with success and provided a couple of major findings. First, we successfully decoded duration information of stimuli from the brain activity patterns in several brain regions including the rIPL. Secondly, we found that the activity of the rIPL reflected the participants' ability to estimate durations of stimuli and the bias in their time experience. Finally, we also showed that time intervals are topographically represented in the supplementary motor area.

Academic Significance and Societal Importance of the Research Achievements

本研究成果は、近年急速に発展した脳情報デコーディングの手法を時間知覚研究に適用することによって、これまでの一変量の解析手法では難しかった、脳内おける時間情報表現が存在する領域を世界で初めて明らかにしたものである。本成果は、時間情報処理のモデル構築に貢献するだけでなく、時間感覚に障がいのある患者における病態理解や、脳情報デコーディングの手法を用いた時間感覚のバイアスの補正や脳刺激による時間推定精度の向上といった応用研究への道を拓くものである。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (42 results)

All 2021 2020 2019 2018 2017 Other

All Int'l Joint Research (12 results) Journal Article (3 results) (of which Int'l Joint Research: 3 results,  Open Access: 3 results,  Peer Reviewed: 2 results) Presentation (27 results) (of which Int'l Joint Research: 23 results,  Invited: 6 results)

  • [Int'l Joint Research] SISSA(イタリア)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] University of California Berkeley(米国)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] SISSA(イタリア)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] University of California Berkeley(米国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] University of Sussex(英国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] Ecole Polytechnique Federale de Lausanne(スイス)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] Spinoza Centre for Neuroimaging(オランダ)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] SISSA(イタリア)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] University of California Berkeley(米国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] University of California Berkeley(米国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] SISSA(イタリア)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] Spinoza Centre for Neuroimaging(オランダ)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Topographic Connectivity in a Duration Selective Cortico-Cerebellar Network2020

    • Author(s)
      Protopapa Foteini、Hayashi Masamichi J.、Kanai Ryota、Bueti Domenica
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2020.04.08.031385

    • Related Report
      2020 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Duration Selectivity in Right Parietal Cortex Reflects the Subjective Experience of Time2020

    • Author(s)
      Hayashi Masamichi J.、Ivry Richard B.
    • Journal Title

      The Journal of Neuroscience

      Volume: 40 Issue: 40 Pages: 7749-7758

    • DOI

      10.1523/jneurosci.0078-20.2020

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Representations of time in human frontoparietal cortex2018

    • Author(s)
      Hayashi Masamichi J.、van der Zwaag Wietske、Bueti Domenica、Kanai Ryota
    • Journal Title

      Communications Biology

      Volume: 1 Issue: 1 Pages: 233-233

    • DOI

      10.1038/s42003-018-0243-z

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Predicting the efficacy of intermittent theta burst stimulation (iTBS) from the microstructural properties of the white matter2021

    • Author(s)
      Kimura I, Oishi H, Hayashi MJ, Amano K
    • Organizer
      CNS2021 virtual
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 間欠的シータバースト刺激による運動誘発電位の変化と白質の微細構造との関連性2021

    • Author(s)
      木村一皓、大石浩輝、林正道、天野薫
    • Organizer
      第23回日本ヒト脳機能マッピング学会大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Distractor suppression modulates perceptual rhythms in sequential sampling2020

    • Author(s)
      Kawashima T, Hayashi MJ, Amano K
    • Organizer
      The 43rd Annual Meeting of the Japan Neuroscience Society
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] トップダウン注意の時間特性2020

    • Author(s)
      川島朋也、林正道、天野薫
    • Organizer
      日本視覚学会2020年冬季大会
    • Related Report
      2019 Research-status Report
  • [Presentation] The Network Architecture of "Duration Selective" Brain Regions2019

    • Author(s)
      Protopapa F, Hayashi MJ, Kanai R, Bueti D
    • Organizer
      2nd Annual Conference of the Timing Research Forum
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effective connectivity in a "duration selective" cortical network2019

    • Author(s)
      Protopapa F, Hayashi MJ, Kanai R, Bueti D
    • Organizer
      25th Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Behavioral oscillations in temporal attention2019

    • Author(s)
      Kawashima T, Hayashi MJ, Amano K
    • Organizer
      Neural Oscillation Conference 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Decoding temporal information in human parietal cortex2019

    • Author(s)
      Hayashi MJ, van der Zwaag W, Bueti D, Kanai R
    • Organizer
      The 6th CiNet Conference: Brain-Machine Interface Medical Engineering based on Neuroscience
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Decoding time in human frontoparietal cortex2019

    • Author(s)
      Hayashi MJ
    • Organizer
      2nd Annual Conference of the Timing Research Forum
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural basis of the subjective time experience2019

    • Author(s)
      Hayashi MJ
    • Organizer
      Tokyo NTBS Workshop
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Decoding time in the human frontal and parietal cortices2018

    • Author(s)
      Hayashi MJ, van der Zwaag W, Bueti D, Kanai R
    • Organizer
      24th Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Repetition suppression in the right parietal cortex mediates psychophysical duration aftereffects2018

    • Author(s)
      Hayashi MJ, Ivry RB
    • Organizer
      The 48th Annual Meeting of the Society for Neuroscience
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effective connectivity in a duration selective cortical network2018

    • Author(s)
      Bueti D, Protopapa F, Hayashi MJ, Kanai R
    • Organizer
      The 48th Annual Meeting of the Society for Neuroscience
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Chronotopic maps in human premotor cortex2018

    • Author(s)
      Protopapa F, Hayashi MJ, van der Zwaag W, Battistella G, Murray MM, Kanai R, Bueti D
    • Organizer
      Annual Meeting of the Vision Science Society 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] How do “duration selective” brain regions communicate?2018

    • Author(s)
      Protopapa F, Hayashi MJ, Bueti D
    • Organizer
      41st European Conference on Visual Perception
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Neural adaptation in the right parietal cortex mediates psychophysical duration aftereffects2018

    • Author(s)
      Hayashi MJ, Ivry RB
    • Organizer
      平成30年度生理学研究所研究会「認知神経科学の先端 知覚学習と運動学習」
    • Related Report
      2018 Research-status Report
  • [Presentation] Neural population code in the raight parietal cortex mediates subjective experience of time2018

    • Author(s)
      Hayashi MJ
    • Organizer
      The 41st European Conference on Visual Perception
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Population coding of time in the human brain2018

    • Author(s)
      Hayashi MJ
    • Organizer
      Post-Symposium of the 33rd Annual Meeting of the International Society for Psychophysics: Perception and the Brain
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Chronotopic maps in human premotor cortex2018

    • Author(s)
      Protopapa F, Hayashi MJ, van der Zwaag W, Battistella G, Murray MM, Kanai R, and Bueti D
    • Organizer
      Annual Meeting of the Vision Science Society 2018
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Decoding time in the human frontal and parietal cortices2018

    • Author(s)
      Hayashi MJ, van der Zwaag W, Bueti D, and Kanai R
    • Organizer
      24th Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] How do “duration selective” brain regions communicate?2018

    • Author(s)
      Protopapa F, Hayashi MJ, and Bueti D
    • Organizer
      41st European Conference on Visual Perception
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Neural population code in the right parietal cortex mediates subjective experience of time2018

    • Author(s)
      Hayashi MJ
    • Organizer
      41st European Conference on Visual Perception
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural correlates of aftereffects observed following duration adaptation2017

    • Author(s)
      Hayashi MJ, Levine DM, and Ivry RB
    • Organizer
      The 2nd International Symposium on the Science of Mental Time
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Exaggerated groups: Amplification in temporal and spatial ensemble features2017

    • Author(s)
      Kanaya S, Hayashi MJ, and Whitney D
    • Organizer
      The 2nd International Symposium on the Science of Mental Time
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time in the Brain: Neuronal Coding of Duration2017

    • Author(s)
      Hayashi MJ
    • Organizer
      The 33rd Annual Meeting of the International Society for Psychophysics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 知覚される平均値はセットサイズに応じて拡大する2017

    • Author(s)
      金谷翔子、林正道、and David Whitney
    • Organizer
      第36回日本基礎心理学会大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Summary statistic representation of temporal frequency2017

    • Author(s)
      Kanaya S, Hayashi MJ, and Whitney D
    • Organizer
      Annual Meeting of the Vision Science Society 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-07-21   Modified: 2022-01-27  

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