• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Correspondence between interpersonal synchronization of high-dimensional neural dynamics and subjective experience dynamics.

Research Project

Project/Area Number 17H01753
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Cognitive science
Research InstitutionTokyo Institute of Technology

Principal Investigator

Nozawa Takayuki  東京工業大学, 地球インクルーシブセンシング研究機構, 特任准教授 (60370110)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2019: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥9,490,000 (Direct Cost: ¥7,300,000、Indirect Cost: ¥2,190,000)
Keywordsハイパースキャニング / ダイナミクス / コミュニケーション / 主観的経験 / デコーディング / マルチモーダル / 認知神経科学 / 社会神経科学 / 脳認知科学 / 意識
Outline of Final Research Achievements

Based on previous studies, this project tested the hypothesis that the shared subjective experiences in group communications and interactions could be decoded and understood from the dynamics of brain synchronization among individuals. Multimodal sensing combining NIRS brain function measurement and peripheral activity measurement was used to record interacting groups. Multidimensional features characterizing the dynamics of interpersonal synchronization in the neural, physical, and communicative activities were extracted, and the features that correlate to the dynamically fluctuating subjective experiences of the interacting people were identified. We also developed and evaluated noise removal methods from NIRS brain measurement data, which is important for application to active group activities in the real world.

Academic Significance and Societal Importance of the Research Achievements

個人の脳領域-機能マッピングから,相互作用する個人間での脳活動の関係性へと射程を拡大する最近の認知・社会神経科学のなかでも,さらに「この種の相互作用ではこの脳領域が同調」という静的・単層的な視点を越えて,「集団脳機能ダイナミクスの多次元的な特徴と主観的経験の多次元的な変動との対応」の探求を通じて動的・階層的・システム的な理解に向けた視点を提供したことが,本研究成果の学術的意義の中心である.
実世界での集団的活動が生み続ける主観的体験を理解し,さらにその改善を支援する技術へと繋がる.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (26 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (3 results) Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (21 results) (of which Int'l Joint Research: 9 results,  Invited: 2 results)

  • [Int'l Joint Research] Imperial College London/Guildhall School of Music & Drama(英国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] East China Normal University(中国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Imperial College London(英国)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Prior physical synchrony enhances rapport and inter-brain synchronization during subsequent educational communication2019

    • Author(s)
      Nozawa, T., Sakaki, K., Ikeda S., Jeong, H., Yamazaki, S., dos Santos Kawata, K.H., dos Santos Kawata, N.Y., Sasaki, Y., Kulason, K. , Hirano, K., Miyake, Y., Kawashima, R.
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 1-13

    • DOI

      10.1038/s41598-019-49257-z

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Head movement synchrony and idea generation interference? Investigating background music effects on group creativity2019

    • Author(s)
      Hosseini, S., Deng, X., Miyake, Y., Nozawa, T.
    • Journal Title

      Frontiers in Psychology

      Volume: 15 Pages: 1-15

    • DOI

      10.3389/fpsyg.2019.02577

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Capturing individual differences in prefrontal activity with wearable fNIRS for daily use.2020

    • Author(s)
      Nozawa T, Miyake Y
    • Organizer
      13th International Conference on Human System Interaction (HSI 2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Blind Source Graph Signal Transform Denoising2020

    • Author(s)
      Expert P, Nozawa T
    • Organizer
      International Conference on Network Science (NetSci-X) 2020
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 社会的信号表出の個人差を考慮したインタラクション-感情変化関係モデルの提案2020

    • Author(s)
      宮本靖貴, 本田慧悟,内山瑞希,中野民夫,三宅美博, 野澤孝之
    • Organizer
      HAIシンポジウム2020
    • Related Report
      2019 Annual Research Report
  • [Presentation] Combined effects of background music and nonverbal synchrony measures on group creativity―a multiple regression approach―2019

    • Author(s)
      Hosseini S, Miyake Y, Nozawa T
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics, SMC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Complexity of neural dynamics reflects fluctuating spontaneous thoughts: An fNIRS study.2019

    • Author(s)
      Nozawa T, Hattori Y, Miyamoto H, Miyake Y
    • Organizer
      The 19th Biennial meeting of the International Council for NIR Spectroscopy (NIR 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] In what conditions do EFL students engage more in group work?: A NIRS study.2019

    • Author(s)
      Kondo M, Nozawa T, Jeong H, Ikeda S, Yamamoto R, Ishikawa Y
    • Organizer
      International Conference on Foreign Language Education & Technology (FLEAT VII)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Music valence and genre influence group creativity.2019

    • Author(s)
      Hosseini S, Hattori Y, Miyake Y, Nozawa T
    • Organizer
      HCI International 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 集団コミュニケーションにおける身体運動・音声の関係性特徴量を用いた感情予測2019

    • Author(s)
      本田慧悟,内山瑞希,中野民夫,三宅美博, 野澤孝之
    • Organizer
      第20回計測自動制御学会システムインテグレーション部門講演会 (SI2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 音声・身体活動同時センシングを活用した実世界集団コミュニケーションにおける発話識別2019

    • Author(s)
      内山瑞希,本田慧悟,中野民夫,三宅美博, 野澤孝之
    • Organizer
      第20回計測自動制御学会システムインテグレーション部門講演会 (SI2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 会話コミュニケーション中の表情の同調がのちの協力行動に及ぼす影響2019

    • Author(s)
      鄧笑奇,Sarinasadat Hosseini, 三宅美博, 野澤孝之
    • Organizer
      第20回計測自動制御学会システムインテグレーション部門講演会 (SI2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 人-人インタラクションにおける脳同調と身体同調の関係について2019

    • Author(s)
      野澤孝之, 三宅美博
    • Organizer
      第20回計測自動制御学会システムインテグレーション部門講演会 (SI2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] マルチモーダルセンシングによる社会インタラクションの質評価2019

    • Author(s)
      野澤孝之
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会2019 (SSI2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 脳・身体マルチモーダルセンシングによる集団インタラクション評価の取り組み2019

    • Author(s)
      野澤孝之
    • Organizer
      第2回COI学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Decoding multidimensional mental state dynamics from fNIRS signals during simulated communication2018

    • Author(s)
      Satoru Watanabe, Yoshihiro Miyake, Takayuki Nozawa
    • Organizer
      fNIRS2018, biennial meeting of the Society for fNIRS
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 集団コミュニケーションにおける個人間/個人内脳活動同調ダイナミクスの時間的特徴2018

    • Author(s)
      野澤孝之, 宮本仁史, 横塚崇弘, 河西優俊, 服部佑生, 三宅美博
    • Organizer
      第19回計測自動制御学会システムインテグレーション部門講演会(SI2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 多次元で構成される思考生産性のゆらぎに対するfNIRS脳活動デコーディングの試み2018

    • Author(s)
      服部佑生, 宮本仁史, 三宅美博, 野澤孝之
    • Organizer
      第19回計測自動制御学会システムインテグレーション部門講演会(SI2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 眼関連指標の集団同時計測を用いたコミュニケーション評価2018

    • Author(s)
      宮本仁史, 横塚崇弘, 河西優俊, 服部佑生, 三宅美博, 野澤孝之
    • Organizer
      第19回計測自動制御学会システムインテグレーション部門講演会(SI2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] fNIRS Hyperscanning for Investigating Natural Communications and Interactions.2017

    • Author(s)
      Takayuki Nozawa
    • Organizer
      Yamada Symposium 2017 on Neuroimaging of Natural Behaviors
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Potential of fNIRS hyperscanning and interpersonal neural synchronization for investigation of educational communication.2017

    • Author(s)
      Takayuki Nozawa
    • Organizer
      The 2nd Symposium on Inter-Brain Cognition
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] fNIRSハイパースキャニングによる集団学習時の経験共有評価の可能性2017

    • Author(s)
      野澤孝之, 近藤睦美, 山本玲子, 鄭嫣?, 池田純起, 榊浩平, 三宅美博, 石川保茂, 川島 隆太
    • Organizer
      第18回計測自動制御学会システムインテグレーション部門講演会(SI2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 短期マインドフルネス介入による創造的コミュニケーション活性化の試み2017

    • Author(s)
      河西優俊, 横塚崇弘, 宮本仁史, 三宅美博, 野澤孝之
    • Organizer
      第18回計測自動制御学会システムインテグレーション部門講演会(SI2017)
    • Related Report
      2017 Annual Research Report

URL: 

Published: 2017-04-28   Modified: 2021-02-19  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi