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Brain imaging techniques applied to predict the effects of cognitive training on skill acquisition

Research Project

Project/Area Number 17H01758
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Cognitive science
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Iwaki Sunao  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 副研究部門長 (70356525)

Co-Investigator(Kenkyū-buntansha) 梅村 浩之  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究チーム長 (10356587)
熊田 孝恒  京都大学, 情報学研究科, 教授 (70221942)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥16,770,000 (Direct Cost: ¥12,900,000、Indirect Cost: ¥3,870,000)
Fiscal Year 2020: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2019: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2018: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Keywords認知トレーニング / 実行機能 / 視空間処理 / 非侵襲脳機能計測 / 自動車運転行動 / 訓練効果 / 汎化 / 空間的イメージ操作 / 認知課題トレーニング / fMRI / 背側視覚系 / 腹側視覚系 / 前頭前野 / 訓練 / 安静時機能結合
Outline of Final Research Achievements

We aimed to elucidate (a) the neural mechanisms underlying the effects of cognitive training on spatial imagery, and (b) the influence of the ability of executive functions on the ability to solve tasks encountered in daily life. The results showed that cognitive training increased the activity of brain regions directly related to that cognitive task, while at the same time it decreased the activities irrelevant to the task execution, indicating that brain network becomes "more efficient". The results also revealed that executive function significantly influences the stability of driving behavior during the take-over performance in highly automated driving.

Academic Significance and Societal Importance of the Research Achievements

本研究で得られた成果は,日常的に行う認知トレーニングがどのような機序で認知能力を高めるのかという点で,認知機能の加齢による低下に対する認知リハビリテーションの評価方法としての応用が考えられる.また,加齢にともなう実行機能の低下が,自動運転車の利用時の安定性に影響をおよぼすことが示されており,Level 3自動運転の権限移譲のユーザインタフェース設計に認知機能低下への対策が必要であることを示唆している.

Report

(5 results)
  • 2021 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (46 results)

All 2022 2021 2020 2019 2018 2017 Other

All Journal Article (14 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 11 results,  Open Access: 6 results) Presentation (29 results) (of which Int'l Joint Research: 14 results,  Invited: 4 results) Remarks (3 results)

  • [Journal Article] Age-related effects of executive function on takeover performance in automated driving2022

    • Author(s)
      Peng Qijia、Wu Yanbin、Qie Nan、Iwaki Sunao
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 5410-5410

    • DOI

      10.1038/s41598-022-08522-4

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Putative ratios of facial attractiveness in a deep neural network2021

    • Author(s)
      Tong S., Liang X., Kumada T., Iwaki S
    • Journal Title

      Vision Research

      Volume: 178 Pages: 86-99

    • DOI

      10.1016/j.visres.2020.10.001

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Mental rotation ability and spontaneous brain activity: a magnetoencephalography study2020

    • Author(s)
      Nishimura Kazuo, Aoki Takaaki, Inagawa Michiyo, Tobinaga Yoshikazu, Iwaki Sunao
    • Journal Title

      NeuroReport

      Volume: 31 Issue: 13 Pages: 999-1005

    • DOI

      10.1097/wnr.0000000000001511

    • NAID

      120006940240

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Correspondence between effective connections in the stop-signal task and microstructural correlations2020

    • Author(s)
      Zhang F., Iwaki S.
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 14 Pages: 249-249

    • DOI

      10.3389/fnhum.2020.00279

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Visual attention of young and older drivers in takeover tasks of highly automated driving2020

    • Author(s)
      Peng Q., Iwaki S.
    • Journal Title

      Lecture Notes in Computer Science (Proceedings of the 22nd HCI International Conference, HCII 2020)

      Volume: 12207 Pages: 210-221

    • DOI

      10.1007/978-3-030-50252-2_16

    • ISBN
      9783030502515, 9783030502522
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Common neural network for different functions: an investigation of proactive and reactive inhibition2019

    • Author(s)
      Zhang F., Iwaki S.
    • Journal Title

      Frontiers in Behavioral Neuroscience

      Volume: 13 Pages: 124-124

    • DOI

      10.3389/fnbeh.2019.00124

    • NAID

      130007776878

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Prefrontal modulation during chewing performance in occlusal dysesthesia patients: a functional near-infrared spectroscopy study2019

    • Author(s)
      Narita N., Kamiya K., Makiyama Y., Iwaki S., Komiyama O., Ishii T., Wake H.
    • Journal Title

      Clin. Oral Invest

      Volume: 23 Issue: 3 Pages: 1181-1196

    • DOI

      10.1007/s00784-018-2534-7

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multimodal Neuroimaging to Visualize Brain Networks for 3-D Object Perception2018

    • Author(s)
      Iwaki S
    • Journal Title

      Proceedings of the International Display Workshops

      Volume: 25 Pages: 964-967

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 脳波を用いた運転支援システム利用中の注意リソース配分評価2018

    • Author(s)
      岩木 直
    • Journal Title

      車載テクノロジー

      Volume: 5 Pages: 52-55

    • Related Report
      2017 Annual Research Report
  • [Journal Article] サービス・製造プロセス分析のための脳活動センシング技術2017

    • Author(s)
      岩木 直
    • Journal Title

      電子情報通信学会会誌

      Volume: 100 Pages: 301-305

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 精神的疲労状態の日常的なモニタリングを可能にする技術の開発2017

    • Author(s)
      岩木 直
    • Journal Title

      検査技術

      Volume: 22(10) Pages: 1-5

    • NAID

      40021331719

    • Related Report
      2017 Annual Research Report
  • [Journal Article] MEG-fMRI multimodal integration to investigate neural dynamics while perceiving 3-D object shape from motion2017

    • Author(s)
      Sunao Iwaki, John W. Belliveau
    • Journal Title

      Advances in Neuroinformatics V

      Volume: V

    • DOI

      10.14931/aini2017.osiv.2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Learning the cultural consistent facial aesthetics by convolutional neural network2017

    • Author(s)
      Song Tong, Xuefeng Liang, Takatsune Kumada, Sunao Iwaki, Naoko Tosa
    • Journal Title

      Proceedings of 2017 International Conference on Culture and Computing

      Volume: 1 Pages: 97-103

    • DOI

      10.1109/culture.and.computing.2017.53

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 脳波を用いた実環境における認知リソース配分の評価2017

    • Author(s)
      岩木 直
    • Journal Title

      統計数理研究所共同研究リポート

      Volume: 376 Pages: 1-5

    • Related Report
      2017 Annual Research Report
  • [Presentation] Effect of 2D and 3D perspective on spatial cognition representation2021

    • Author(s)
      Xiaoyu Zhang, Iwaki Sunao
    • Organizer
      27th Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Iwaki Sunao, Sato Toshihisa2021

    • Author(s)
      Correlation between neurocognitive measures of visuospatial processing in the lab and vehicle driving behavior during the driving simulation
    • Organizer
      3rd Neuroergonomics Conference 2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in resting-state functional connectivity by cognitive fatigue2020

    • Author(s)
      Iwaki Sunao, Fujiwara Takuto
    • Organizer
      26th Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 自動車運転のヒューマンファクター と脳活動計測2020

    • Author(s)
      岩木 直
    • Organizer
      フレキシブル エネルギー デバイス コンソーシアム 講演会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Iwaki Sunao, Fujiwara Takuto2020

    • Author(s)
      Cognitive fatigue modulates resting-state functional connectivity
    • Organizer
      第43回日本神経科学大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 自動車運転のヒューマンファクターと脳活動計測2020

    • Author(s)
      岩木直
    • Organizer
      フレキシブルエネルギーデバイスコンソーシアム2019年度第5回講演会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Changes in brain cognitive processing by mental rotation training: preliminary fMRI experiment2020

    • Author(s)
      Oshiyama C., Miwa Y., Yausmuro S., Nishimura T., Iwaki S.
    • Organizer
      32th Association for psychological science Annual Convention
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The lateralization of mirror neurons in the inferior frontal gyrus during motion observation and execution2019

    • Author(s)
      Zhang F., Iwaki S.
    • Organizer
      49th annual meeting of the Society for Neuroscience
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] hanges in spontaneous brain activities during perception of 3-D object shape from motion2019

    • Author(s)
      Iwaki S.
    • Organizer
      49th annual meeting of the Society for Neuroscience
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parietal gamma-band activity during mental rotation task reflects individual performance in vehicle driving2019

    • Author(s)
      Iwaki S.
    • Organizer
      42nd edition of the European Conference on Visual Perception
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Common neural network for different functions: an investigation of proactive and reactive inhibition2019

    • Author(s)
      Zhang F., Iwaki S.
    • Organizer
      The 42nd Annual Meeting of the Japan Neuroscience Society
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 視空間処理脳活動と認知パフォーマンスの相関関係2019

    • Author(s)
      岩木直
    • Organizer
      第34回日本生体磁気学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 非侵襲脳機能計測で明らかになる高次視覚機能ネットワーク2019

    • Author(s)
      岩木直
    • Organizer
      第29回日本顎変形症学会総会・学術大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Common neural network for different functions: an investigation of proactive and reactive inhibition using fMRI and DTI2019

    • Author(s)
      Zhang F., Iwaki S.
    • Organizer
      2019 Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Causal relationship attracts timings of two events given to different modalities2018

    • Author(s)
      Umemura H.
    • Organizer
      European conference on visual perception
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 精神的疲労による認知パフォーマンス変化の神経基盤:fMRI を用いた検討2018

    • Author(s)
      藤原拓登, 岩木直
    • Organizer
      第24回日本生体医工学会専門別研究会実社会におけるマルチモーダル脳情報応用技術研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] The strategy in the brain: the microstructural correlations predict the hyperdirect pathway and "hub" in the reactive inhibition2018

    • Author(s)
      Zhang F., Iwaki S.
    • Organizer
      Society for Neuroscience 2018 Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 認知能力の変化と日常行動の変化と補償的行動2018

    • Author(s)
      岩木直
    • Organizer
      第24期第5回日本学術会議心と脳などの新しい領域検討小委員会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Gamma-band brain activities during perception of 3-D object shape from motion2018

    • Author(s)
      Iwaki S
    • Organizer
      The 21st International Conference on Biomagnetism
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Switch from proactive to reactive inhibition2018

    • Author(s)
      Zhang F., Iwaki S.
    • Organizer
      第41回日本神経科学大会
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effective connectivity in the cognitive control network2018

    • Author(s)
      Fan Zhang, Sunao Iwaki
    • Organizer
      2018 Annual Meeting of the Cognitive Neuroscience Society
    • Related Report
      2017 Annual Research Report
  • [Presentation] Different procrastination measures correlate with different neural activities2018

    • Author(s)
      Zhoumao Duo, Sunao Iwaki
    • Organizer
      2018 Annual Meeting of the Cognitive Neuroscience Society
    • Related Report
      2017 Annual Research Report
  • [Presentation] Individual differences in locus of control correlates with white matter integrity in the posterior cingulate and the precuneus2017

    • Author(s)
      Sunao Iwaki, Takatsune Kumada
    • Organizer
      第40回日本神経科学大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] White matter integrity is associated with individual difference in locus of control2017

    • Author(s)
      Sunao Iwaki, Zhoumao Duo, Takatsune Kumada
    • Organizer
      2017 Annual Meeting of the Society for Neuroscience
    • Related Report
      2017 Annual Research Report
  • [Presentation] MEG-fMRI multimodal integration to investigate neural dynamics while perceiving 3-D object shape from motion2017

    • Author(s)
      Sunao Iwaki
    • Organizer
      Advances in Neuroinformatics (AINI) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Correlation between gamma-band activity and perceptual decision confidence during 3-D SFM2017

    • Author(s)
      Sunao Iwaki
    • Organizer
      2017 Annual Meeting of the Organization for Human Brain Mapping
    • Related Report
      2017 Annual Research Report
  • [Presentation] 日常的に利用可能な定量的疲労評価技術2017

    • Author(s)
      岩木 直
    • Organizer
      日本心理学会第81回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 脳波を用いた運転支援システム利用中の注意リソース配分の評価2017

    • Author(s)
      岩木 直,佐藤稔久,赤松幹之
    • Organizer
      自動車技術会2017春季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] EEGを用いた認知資源配分の評価2017

    • Author(s)
      岩木 直
    • Organizer
      Biomagnetic Sendai 2017
    • Related Report
      2017 Annual Research Report
  • [Remarks] https://staff.aist.go.jp/s.iwaki/

    • Related Report
      2020 Annual Research Report
  • [Remarks] 岩木ウェブページ

    • URL

      https://staff.aist.go.jp/s.iwaki/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 岩木ウェブページ

    • URL

      http://staff.aist.go.jp/s.iwaki/

    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2023-01-30  

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