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Research on brain network underlying multisensory integration using Bayesian theory

Research Project

Project/Area Number 16H03749
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Experimental psychology
Research InstitutionThe University of Tokyo

Principal Investigator

Yotsumoto Yuko  東京大学, 大学院総合文化研究科, 准教授 (80580927)

Co-Investigator(Kenkyū-buntansha) 佐藤 隆夫  立命館大学, 総合心理学部, 教授 (60272449)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2018: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2017: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2016: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Keywordsベイズ理論 / 知覚 / 視聴覚統合 / ベイズ / 神経相関 / 視覚情報処理 / 事前分布 / 注意 / 時間知覚 / 実験系心理学 / 経験
Outline of Final Research Achievements

The aim of this study was to investigate how our brain compensates sensory uncertainty by combining multisensory information derived from an event, and by integrating the current sensory signal with the prior knowledge about the statistical structure of previous events.We measured the timing sensitivity and the central tendency for unisensory and multisensory stimuli with sensory uncertainty systematically manipulated by adding noise, and proposed computational models that indicate that the optimal multisensory integration precedes the Bayesian time estimation causing the central tendency. Our study suggested that the brain exploits the prior information stored at different processing stages adaptively in accordance with incoming sensory evidences.

Academic Significance and Societal Importance of the Research Achievements

一連の研究により、ヒトの脳は、さまざまなモダリティの感覚情報を統計的に最適かされた方法で統合することが示された。また、その結果に基づいて感覚情報の統合モデルを提案した。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (58 results)

All 2018 2017 2016 Other

All Int'l Joint Research (2 results) Journal Article (14 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 14 results,  Open Access: 10 results,  Acknowledgement Compliant: 5 results) Presentation (39 results) (of which Int'l Joint Research: 27 results,  Invited: 1 results) Book (1 results) Remarks (2 results)

  • [Int'l Joint Research] University of California, Riverside/University of Alabama(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of California, Riverside/The University of Alabama(米国)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] A Quantitative Comparison of Hemoglobin Concentration and BOLD Signal using Time-Resolved Near-Infrared Spectroscopy2018

    • Author(s)
      Niwano Y., Akao A., Yotsumoto Y., Jimbo Y. & Kotani K.
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 138 Issue: 7 Pages: 790-798

    • DOI

      10.1541/ieejeiss.138.790

    • NAID

      130007387102

    • ISSN
      0385-4221, 1348-8155
    • Year and Date
      2018-07-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Failure to Replicate the Increased Temporal Resolution Induced by Images That Give Impression of Danger2018

    • Author(s)
      Nomura, K. & Yotsumoto, Y.
    • Journal Title

      Japanese Psychological Research

      Volume: 60(3) Issue: 3 Pages: 179-187

    • DOI

      10.1111/jpr.12187

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Periodic Fluctuation of Perceived Duration2018

    • Author(s)
      Shima, S., Murai, Y., Yuasa, K., Hashimoto, Y. & Yotsumoto, Y.
    • Journal Title

      i-Perception

      Volume: 9(2) Issue: 2 Pages: 1-17

    • DOI

      10.1177/2041669518760625

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The amount of time dilation for visual flickers corresponds to the amount of neural entrainments measured by EEG2018

    • Author(s)
      Hashimoto Y. & Yotsumoto Y.
    • Journal Title

      Frontiers in Computational Neuroscience

      Volume: 12 Pages: 30-30

    • DOI

      10.3389/fncom.2018.00030

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Auditory traits of "own voice"2018

    • Author(s)
      Kimura M. & Yotsumoto Y.
    • Journal Title

      PLoS ONE

      Volume: 13(6) Issue: 6 Pages: 1-16

    • DOI

      10.1371/journal.pone.0199443

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multiple Time Intervals of Visual Events Are Represented as Discrete Items in Working Memory2018

    • Author(s)
      Fan Z. & Yotsumoto Y.
    • Journal Title

      Frontiers in Psychology

      Volume: 9 Pages: 1340-1340

    • DOI

      10.3389/fpsyg.2016.01340

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimal Multisensory Integration Leads to Optimal Time Estimation2018

    • Author(s)
      Murai Y., & Yotsumoto Y.
    • Journal Title

      Scientific Reports

      Volume: 8 Issue: 1 Pages: 13068-13068

    • DOI

      10.1038/s41598-018-31468-5

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Passage of Time Judgments Is Relative to Temporal Expectation.2017

    • Author(s)
      Tanaka, R. & Yotsumoto, Y.
    • Journal Title

      Fronties in Psychology

      Volume: 8(187) Pages: 1-11

    • DOI

      10.3389/fpsyg.2017.00187

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Spatial distortion related to time compression during spatiotemporal production in Parkinson's disease2017

    • Author(s)
      onma, M., Murai, Y., Shima, S., Yotsumoto, Y., Kuroda, T., Futamura, A., Shiromaru, A., Murakami, I. & Kawamura, M.
    • Journal Title

      Neuropsychologia

      Volume: 102 Pages: 61-69

    • DOI

      10.1016/j.neuropsychologia.2017.06.004

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Interhemispheric cortical conncections and time perception: A case study with agencies of the corpus callosum2017

    • Author(s)
      Okajima, M., Futamura, A., Honma, M., Kawamura, M., and Yotsumoto, Y.
    • Journal Title

      Brain and Cognition

      Volume: 117 Pages: 12-16

    • DOI

      10.1016/j.bandc.2017.07.005

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The centralized and distributed nature of adaptation-induced misjudgments of time.2016

    • Author(s)
      Murai, Y., Whitaker, D., & Yotsumoto, Y.
    • Journal Title

      Current Opinions in Behavioral Sciences

      Volume: 8 Pages: 117-123

    • DOI

      10.1016/j.cobeha.2016.02.011

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Networks extending across dorsal and ventral visual pathways correlate with trajectory perception.2016

    • Author(s)
      Tanaka, R. & Yotsumoto, Y.
    • Journal Title

      Journal of Vision

      Volume: 16(6) Issue: 6 Pages: 1-14

    • DOI

      10.1167/16.6.21

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Timescale- and Sensory Modality-Dependency of the Central Tendency of Time Perception.2016

    • Author(s)
      Murai, Y. & Yotsumoto, Y.
    • Journal Title

      PLoS ONE

      Volume: 11(7) Issue: 7 Pages: 1-16

    • DOI

      10.1371/journal.pone.0158921

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Flickering task irrelevant distractors induce dilation of target duration depending upon cortical distance.2016

    • Author(s)
      Okajima, M. & Yotsumoto, Y
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 1-9

    • DOI

      10.1038/srep32432

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Comparison of Effects of Different Transcranial Electric Stimulations Applied to Visual Cortex2018

    • Author(s)
      Nomura, K., Shima, S., Visscher, K.M., Seitz, A. & Yotsumoto, Y.
    • Organizer
      The 4th CiNet Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of tACS on time perception2018

    • Author(s)
      Fan, Z., & Yotsumoto, Y.
    • Organizer
      The 4th CiNet Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of Transcranial Electric Stimulation to Early Visual Areas on Regional BOLD fMRI Activity During Visual Task2018

    • Author(s)
      Nomura, K., Shima, S., Visscher, K.M., Seitz, A. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of Transcranial Electric Stimulation to Early Visual Areas on Regional BOLD fMRI Activity During Visual Task2018

    • Author(s)
      Iizuka, R. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Transcranial direct current stimulation (tDCS) on the left dorsolateral prefrontal cortex (lDLPFC) selectively modulates our sense of beauty2018

    • Author(s)
      Takahashi, K. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Larger time dilation induced by 10-Hz flicker is associated with larger 10-Hz neural entrainments2018

    • Author(s)
      Yoshimatsu, H., Hashimoto, Y. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal multisensory integration precedes optimal time estimation2018

    • Author(s)
      Murai, Y. & Yotsumoto, Y.
    • Organizer
      International Multisensory Research Forum
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How do transcranial Electric Stimulations modulate functional connectivity? Within-subject comparison of four different stimulation protocols2018

    • Author(s)
      Yotsumoto, Y.
    • Organizer
      The Japan Neuroscience Society Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 明滅刺激による周波数引き込みが時間長の知覚と記憶に及ぼす効果2018

    • Author(s)
      吉松弘志・橋本侑樹・四本裕子
    • Organizer
      日本視覚学会夏期大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 内側前頭前皮質(mPFC)への経頭蓋直流電気刺激(tDCS)が与える「美しさ」への感情への効果2018

    • Author(s)
      高橋久理 四本裕子
    • Organizer
      日本視覚学会夏期大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 刺激の運動パタンが時間知覚に及ぼす影響2018

    • Author(s)
      飯塚理子・四本裕子
    • Organizer
      日本視覚学会夏期大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] The Effect of Stimulus Positions on Statistical Learning2018

    • Author(s)
      Ito, S. & Yotsumoto, Y.
    • Organizer
      Psychonomic Society 59th Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Role of the Basal Ganglia in Explicit and Implicit Rhythmic Timing2018

    • Author(s)
      Gallego-Hiroyasu, E. M. & Yotsumoto, Y.
    • Organizer
      Psychonomic Society 59th Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Inducing Time Dilation by the Beat Frequency of Combinative High-Frequency Flickers: An EEG Study2018

    • Author(s)
      Li, L. & Yotsumoto, Y.
    • Organizer
      Psychonomic Society 59th Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 周期的な刺激が時間知覚に及ぼす影響2018

    • Author(s)
      飯塚理子・四本裕子
    • Organizer
      日本基礎心理学会第37回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 神経引き込みを用いた時間長の記憶表象の検証2018

    • Author(s)
      四本裕子・範志偉
    • Organizer
      日本基礎心理学会第37回大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Effects of tACS on time perception2018

    • Author(s)
      Fan, Z., & Yotsumoto, Y.
    • Organizer
      The 4th CiNet Conference: Neural oscillation and functional connectivity: from anatomy to perception
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparison of Effects of Different Transcranial Electric Stimulations Applied to Visual Cortex2018

    • Author(s)
      Nomura, K., Shima, S., Visscher, K.M., Seitz, A., & Yotsumoto, Y.
    • Organizer
      The 4th CiNet Conference: Neural oscillation and functional connectivity: from anatomy to perception
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 視覚野への経頭蓋電気刺激が視覚課題遂行中のBOLD信号に及ぼす効果2018

    • Author(s)
      野村圭史・島周平・Kristina Visscher・Aaron Seitz・四本裕子
    • Organizer
      日本視覚学会冬期大会
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 経頭蓋電気刺激が視覚野-全脳間の機能的結合に与える影響.2017

    • Author(s)
      島周平, Kristina Visscher, Aaron Seitz, 四本裕子
    • Organizer
      日本視覚学会
    • Place of Presentation
      NHK 放送技術研究所 (東京都・世田谷区)
    • Year and Date
      2017-01-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] Auditory traits of “own voice”2017

    • Author(s)
      Kimura, M., & Yotsumoto, Y.
    • Organizer
      Psychonomic Society 58th Annual Meeting.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multiple Intervals of Events can be Represented in Working Memory as Discrete Items2017

    • Author(s)
      Fan, Z., & Yotsumoto, Y.
    • Organizer
      Psychonomic Society 58th Annual Meeting.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evidence against Increased Temporal Resolution Induced by Images That Give Impression of Danger2017

    • Author(s)
      Nomura, K., & Yotsumoto, Y
    • Organizer
      1st Conference of the Timing Research Forum.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of Entrainment at Intermodulation Frequency on Perceived Duration2017

    • Author(s)
      Ito, S. & Yotsumoto, Y
    • Organizer
      1st Conference of the Timing Research Forum
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Transcranial electric stimulation (tES) to early visual areas alters large-scale functional connectivity2017

    • Author(s)
      Shima, S., Visscher, K., Griffis, J., Seitz, A. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society, 17th Annual Meeting.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Luminance motion induces larger time compression and larger time dilation than equiluminant motion2017

    • Author(s)
      Yoshimatsu, H., Murai, Y. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society, 17th Annual Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 胎児期性ホルモンと脳ネットワーク2017

    • Author(s)
      四本裕子
    • Organizer
      日本性差医学・医療学会
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] How to measure sex differences in human brain2017

    • Author(s)
      四本裕子
    • Organizer
      性と生殖の懇談会
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Altered brain networks in congenital adrenal hyperplasia revealed using multimodal MRI.2016

    • Author(s)
      Tanaka, R., Horikawa, R., Ogata, T. & Yotsumoto, Y.
    • Organizer
      Society for Neuroscience
    • Place of Presentation
      San Diego(米国)
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Role of interhemispheric cortical connections in time perception: a case study with agenesis of the corpus callosum.2016

    • Author(s)
      Okajima, M., Futamura, A., Honma, M., Kawamura, M. & Yotsumoto, Y.
    • Organizer
      Society for Neuroscience
    • Place of Presentation
      San Diego(米国)
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 主観的な時間経過の判断は時間的予期に依存する.2016

    • Author(s)
      田中涼介, 四本裕子
    • Organizer
      日本基礎心理学会
    • Place of Presentation
      東京女子大学(東京都・杉並区)
    • Year and Date
      2016-10-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] 時間長符号化の計算方略:時間長順応および中心化傾向の時間スケール依存性.2016

    • Author(s)
      村井祐基, 島周平., 四本裕子.
    • Organizer
      日本基礎心理学会
    • Place of Presentation
      東京女子大学(東京都・杉並区)
    • Year and Date
      2016-10-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] 周期的に変動する知覚時間.2016

    • Author(s)
      島周平, 村井祐基, 湯淺健一, 橋本侑樹, 四本裕子.
    • Organizer
      日本視覚学会
    • Place of Presentation
      新潟コンベンションセンター(新潟県・新潟市)
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] 時間長符号化の最適化ー中心化傾向の感覚モダリティ依存性2016

    • Author(s)
      村井祐基, 四本裕子
    • Organizer
      日本視覚学会
    • Place of Presentation
      新潟コンベンションセンター(新潟県・新潟市)
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] フリッカ刺激による知覚時間延長への大細胞系の影響の検討.2016

    • Author(s)
      吉松弘志, 村井祐基, 四本裕子
    • Organizer
      日本視覚学会
    • Place of Presentation
      新潟コンベンションセンター(新潟県・新潟市)
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] 時間長知覚における脳梁の役割:脳梁無形成の症例研究からの検討2016

    • Author(s)
      四本裕子, 岡島未来, 二村明徳, 本間元康, 河村満
    • Organizer
      日本視覚学会
    • Place of Presentation
      新潟コンベンションセンター(新潟県・新潟市)
    • Year and Date
      2016-08-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] Modality-dependent and modality-independent nature of central tendency in time perception.2016

    • Author(s)
      Murai, Y., Hashimoto, Y. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Place of Presentation
      St. Pete Beach, FL. (米国)
    • Year and Date
      2016-05-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Flickering task-irrelevant distractors dilate the perceived duration of a target not on the retinotopic coordinate but on the cortical coordinate.2016

    • Author(s)
      Okajima, M. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Place of Presentation
      St. Pete Beach, FL. (米国)
    • Year and Date
      2016-05-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceived time fluctuates at around theta rhythm.2016

    • Author(s)
      Shima, S., Murai, Y., Yuasa, K., Hashimoto, Y. & Yotsumoto, Y.
    • Organizer
      Vision Sciences Society
    • Place of Presentation
      St. Pete Beach, FL.(米国)
    • Year and Date
      2016-05-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Book] 知のフィールドガイド 科学の最前線を歩く2017

    • Author(s)
      東京大学教養学部編/四本裕子(分担執筆)
    • Total Pages
      291
    • Publisher
      白水社
    • ISBN
      9784560095638
    • Related Report
      2017 Annual Research Report
  • [Remarks] 脳には視覚野や聴覚野があるのに、なぜ時間野はないのだろうか? | UTOKYO VOICES 028

    • URL

      https://www.u-tokyo.ac.jp/ja/news/topics/topics_z0531_00030.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] 研究室に行ってみた。東京大学 認知神経科学・実験心理学

    • URL

      http://natgeo.nikkeibp.co.jp/atcl/web/17/020800002/

    • Related Report
      2017 Annual Research Report

URL: 

Published: 2016-04-21   Modified: 2022-01-28  

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