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

Toward understanding a mechanism of flexible motor skills

Research Project

Project/Area Number 17H06713
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Developmental mechanisms and the body works
Research InstitutionJapan Advanced Institute of Science and Technology

Principal Investigator

Torii Takuma  北陸先端科学技術大学院大学, 先端科学技術研究科, 助教 (90806449)

Project Period (FY) 2017-08-25 – 2019-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords運動制御 / 身体技能 / 身体知 / 運動 / 手抜き / 認知科学
Outline of Final Research Achievements

Based on optimal control theory and dynamical systems theory, this study proposed our hypothesis on a characteristic of flexible motor skills and conducted to test it both theoretically and empirically. By analyzing ball-throwing movements to a target, our results showed reduced fractal dimension near ball release, to be a critical point of the task, that is consistent with our hypothesis. We also augmented our empirical findings with numerical simulations, whose results seem to be matched with it.

Academic Significance and Societal Importance of the Research Achievements

人間の動作は複数の筋や腱や骨や神経細胞など無数の組織の協調で成り立つ.工芸職人や運動選手は優れた能力を発揮できるが,どのような運動制御で実現されるかは未解明の点が多くある.本研究では運動に関する理論に基づき,一流の技能を生み出す優れた運動が力学系のフラクタル次元で特徴づけできると考え,投球動作で検討した.投球動作ではボールをリリースする時点が最も正確さを要する「要所」と考えられるが,実験では予想通りその時点でフラクタル次元が低くなった.課題の要所は一般に言語化しにくい知識すなわち暗黙知だが,今回の結果は運動の暗黙知を動作データから解き明かす基礎的な知見だと考えている.

Report

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

    (11 results)

All 2019 2018 2017

All Journal Article (4 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 3 results) Presentation (7 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 模倣学習の機序解明に向けた意図推定のモデル化:倒立振子課題の分析.2019

    • Author(s)
      鳥居拓馬, 日高昇平
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌)

      Volume: 31 Pages: 826-833

    • NAID

      130007728793

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detecting freezing-of-gait symptom in Parkinson’s disease by analyzing vertical motion from force plate2019

    • Author(s)
      Le, D.-K., Torii, T., Fujinami, T., Buated, W., Lolekha, P.
    • Journal Title

      New Frontiers in Artificial Intelligence

      Volume: 1 Pages: 468-477

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 利き手と逆の手の比較に基づく熟達技能への実験的アプローチ(大会発表賞受賞論文)2018

    • Author(s)
      鳥居拓馬, 日高昇平
    • Journal Title

      認知科学

      Volume: 25 Pages: 122-125

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Toward a mechanistic account for imitation learning: an analysis of pendulum swing-up2017

    • Author(s)
      Torii, T., Hidaka, S.
    • Journal Title

      New Frontiers in Artificial Intelligence

      Volume: 10247 Pages: 327-343

    • NAID

      120006486936

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] アンダースローの投球は打ちにくいのか?~VRを用いた実験的検討~2019

    • Author(s)
      櫻井豊, 鳥居拓馬, 日高昇平
    • Organizer
      身体知研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] フラダンスの基本動作における下半身部位の同期分析2019

    • Author(s)
      鳥居拓馬, 日高昇平
    • Organizer
      身体知研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 仰臥位での蹴り動作からみる乳幼児の運動発達:協調パタンの分析2019

    • Author(s)
      鳥居拓馬, 田村香織, 日高昇平
    • Organizer
      日本赤ちゃん学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] アンダースロー投手の新たな優位点の発見に向けて:打者からの投球の見えの実験的検討2019

    • Author(s)
      櫻井豊, 鳥居拓馬, 日高昇平
    • Organizer
      身体知研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 剛体の集合としての身体:等長変換下の疎な点の対応づけ2018

    • Author(s)
      鳥居拓馬, 日高昇平
    • Organizer
      人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Characterizing task-specific motor variability in human skilled movements as dynamical invariants: a case study2017

    • Author(s)
      Torii, T., Hidaka, S.
    • Organizer
      JSAI International Symposia on AI (JSAI-isAI2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 利き手と逆の手の比較に基づく熟達技能への実験的アプローチ2017

    • Author(s)
      鳥居拓馬, 日高昇平
    • Organizer
      第34回日本認知科学会大会
    • Related Report
      2017 Annual Research Report

URL: 

Published: 2017-08-25   Modified: 2021-02-19  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi