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Development of motor recovery method by electroencephalograph(EEG) and functional electric stimulation

Research Project

Project/Area Number 21360201
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionRitsumeikan University (2010-2011)
Tokyo Institute of Technology (2009)

Principal Investigator

ITO Koji  立命館大学, 総合理工学研究機構, 教授 (30023310)

Co-Investigator(Kenkyū-buntansha) KONDO Toshiyuki  東京農工大学, 大学院・工学研究院, 准教授 (60323820)
NAGAI Kiyoshi  立命館大学, 理工学部, 教授 (40198289)
Co-Investigator(Renkei-kenkyūsha) TAKAKUSAKI Kaoru  旭川医科大学, 医学部, 准教授 (10206732)
GOUKO Manabu  東京工業大学, 総合理工学研究科, 助教 (30447560)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2011: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2010: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2009: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywords電気刺激 / 脳波 / 脳・神経 / リハビリテーション / 医療・福祉
Research Abstract

Stroke is a leading cause of adult disability which induces functional deficits in motor control. Motor learning is considered as the basic principle for rehabilitation, but there are few systems which focus on motor learning for severely paralyzed patients. We developed a BCI rehabilitation system which used electroencephalogram(EEG) of motor intention(event related desynchronization : ERD) to control functional electrical stimulation(FES) of sensory feedbacks. It was demonstrated that the proposed system(EEG. FES system) accelerated motor recovery by dynamically variable FES amplitude.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (32 results)

All 2012 2011 2010 2009

All Journal Article (15 results) (of which Peer Reviewed: 15 results) Presentation (15 results) Book (2 results)

  • [Journal Article] エスコート型リハビリロボットの構造解析2012

    • Author(s)
      永井清, 北山一弥, 伊藤宏司
    • Journal Title

      日本ロボット学会

      Volume: 30 Pages: 53-61

    • NAID

      10030208922

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Environmental modeling and identification based on changes in sensory information, Trans, on Computational Science VIII2011

    • Author(s)
      Manabu Gouko and Koji Ito
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol.6260 Pages: 3-19

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Environmental modeling and identification based on changes in sensory information2011

    • Author(s)
      Manabu Gouko, Koji Ito
    • Journal Title

      Trans.on Computational Science VIII, Lecture Notes in Computer Science

      Volume: 6260 Pages: 3-19

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 近赤外分光法(NIRS)による共生情報システムの評価とデザイン2010

    • Author(s)
      野澤孝之, 近藤敏之
    • Journal Title

      計測と制御

      Volume: Vol.49 Pages: 868-873

    • NAID

      10027621560

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Autonomous adaptive agent with intrinsic motivation for sustainable HAI2010

    • Author(s)
      Takayuki Nozawa, Toshiyuki Kondo
    • Journal Title

      Journal of Intelligent Learning Systems and Applications

      Volume: 2 Pages: 167-178

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 脳卒中リハビリテーションと脳機能計測インタフェース2010

    • Author(s)
      高橋光、伊藤宏司
    • Journal Title

      計測と制御

      Volume: 49 Pages: 856-861

    • NAID

      10027621519

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Environmental modeling and identification based on changes in sensory information2010

    • Author(s)
      Manabu Gouko, Koji Ito
    • Journal Title

      Transactions on Computational Science

      Volume: VIII Pages: 3-19

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 表面筋電位を用いた前腕義手の複合動作識別2009

    • Author(s)
      井部鮎子, 郷古学, 伊藤宏司
    • Journal Title

      計測自動制御学会論文集

      Volume: Vol.45 Pages: 717-723

    • NAID

      10026207516

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 運動想起フィードバック訓練による事象関連脱同期(ERD)出現の検証2009

    • Author(s)
      高橋光, 郷古学, 伊藤宏司
    • Journal Title

      システム制御情報学会論文集

      Volume: Vol.22 Pages: 199-205

    • NAID

      10025514475

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Construction of reversible lattice molecular automata2009

    • Author(s)
      Takayuki Nozawa, Toshiyuki Kondo
    • Journal Title

      International Journal of Modern Physics C

      Volume: Vol.20 Pages: 901-929

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A comparison of artifact reduction methods for real-time analysis of fNIRS data2009

    • Author(s)
      Takayuki Nozawa, Toshiyuki Kondo
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 5618 Pages: 413-422

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Proposal of EMG-based Training Support System for Basketball Dribbling2009

    • Author(s)
      Seimei Abe, Takayuki Nozawa, Toshiyuki Kondo
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 5617 Pages: 459-465

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Action Generation Model by Using Time Series Prediction and Its Application to Robot Navigation2009

    • Author(s)
      Manabu Gouko, Koji Ito
    • Journal Title

      International Journal of Neural Systems 19

      Pages: 105-113

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 運動想起フィードバック訓練による事象関連脱同期(ERD)出現の検証2009

    • Author(s)
      高橋光, 郷古学, 伊藤宏司
    • Journal Title

      システム制御情報学会論文集 22

      Pages: 199-205

    • NAID

      10025514475

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 表面筋電位を用いた前腕義手の複合動作識別2009

    • Author(s)
      井部鮎子, 郷古学, 伊藤宏司
    • Journal Title

      計測自動制御学会論文集 45

      Pages: 717-723

    • NAID

      10026207516

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 視覚刺激と運動意図が事象関連脱同期に及ぼす影響2012

    • Author(s)
      高田洋平・井澤淳・武田湖太郎・大高洋平・近藤敏之・伊藤宏司
    • Organizer
      第24回自律分散システム・シンポジウム資料
    • Place of Presentation
      神戸ファッションマート(兵庫県)
    • Year and Date
      2012-01-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] A proposal of EMG-based teleoperation interface for distance mobility2011

    • Author(s)
      Yuma Sasaki, Toshiyuki Kondo
    • Organizer
      Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Anchorage, USA
    • Year and Date
      2011-10-10
    • Related Report
      2011 Final Research Report
  • [Presentation] Analysis of motor skill for throwing darts : measurement of release timing2011

    • Author(s)
      Hiroshi Yamaguchi, Toshiyuki Kondo
    • Organizer
      Proceedings of SICE Annual Conference
    • Place of Presentation
      稲田大学(東京都)
    • Year and Date
      2011-09-16
    • Related Report
      2011 Final Research Report
  • [Presentation] Case study of EEG-FES system for stroke rehabilitation2010

    • Author(s)
      Mitsuru Takahashi, Kotaro Takeda, Yohei Otaka, Rieko Osu, Takashi Hanakawa, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of the 4th International Symposium on Measurement, Analysis and Modeling of Human Functions
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2010-06-14
    • Related Report
      2011 Final Research Report
  • [Presentation] Combined mechanisms of internal model control and impedance control during reaching movements under complex force fields2010

    • Author(s)
      Naoki Tomi, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of the 4th International Symposium on Measurement, Analysis and Modeling of Human Functions
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2010-06-14
    • Related Report
      2011 Final Research Report
  • [Presentation] Motor Learning by Attentive Observation2010

    • Author(s)
      Toshiyuki Kondo, Kazuto Nakamura, Takayuki Nozawa
    • Organizer
      Proceedings of the 4th International Symposium on Measurement, Analysis and Modeling of Human Functions
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2010-06-14
    • Related Report
      2011 Final Research Report
  • [Presentation] Case study of EEG (Electroencephalogram)-FES (Functional Electrical Stimulation) system for stroke rehabilitation2010

    • Author(s)
      Mitsuru Takahashi1, Kotaro Takeda, Yohei Otaka, Rieko Osu, Takashi Hanakawa, Manabu Gouko, Koji Ito
    • Organizer
      IMEKO International Symposium on Measurement, Analysis and Modelling of Human Functions
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2010-06-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] The effect of motivated observation on human motor learning2009

    • Author(s)
      Toshiyuki Kondo, Kazuto Nakamura, Takayuki Nozawa
    • Organizer
      Proceedings of the 3rd International Symposium on Mobiligence
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県)
    • Year and Date
      2009-11-19
    • Related Report
      2011 Final Research Report
  • [Presentation] Muscular sensation induce event related desynchronization(ERD) on foot motor area2009

    • Author(s)
      Mitsuru Takahashi, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of IMEKO World Congress
    • Place of Presentation
      Lisbon, Portugal
    • Year and Date
      2009-09-09
    • Related Report
      2011 Final Research Report
  • [Presentation] Multiple Interactions between Hemispheres of the Brain Modulating Coupling of Bilateral Movements2009

    • Author(s)
      Takeshi Sakurada, Hiroaki Gomi, Koji Ito
    • Organizer
      Proceedings of IEEE International Conference on EMBS
    • Place of Presentation
      Minneapolis, USA
    • Year and Date
      2009-09-05
    • Related Report
      2011 Final Research Report
  • [Presentation] Influence of Motor Imagery on Learning under Complex External Dynamics2009

    • Author(s)
      Muhamma N. Anwar, Naoki Tomi, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of IEEE International Conference on EMBS, Proceedings of IEEE International Conference on EMBS
    • Place of Presentation
      Minneapolis, USA
    • Year and Date
      2009-09-05
    • Related Report
      2011 Final Research Report
  • [Presentation] Adaptive Motor Behaviors through Dynamic Interactions among the Body, Brain and Environment2009

    • Author(s)
      Koji Ito
    • Organizer
      Proceedings of the IEEE 11th International Conference on Rehabilitation Robotics(ICORR)
    • Place of Presentation
      国立京都国際会館(京都府)
    • Year and Date
      2009-06-26
    • Related Report
      2011 Final Research Report
  • [Presentation] Adaptive Motor Behaviors through Dynamic Interactions among the Body, Brain and Environment2009

    • Author(s)
      Koji Ito
    • Organizer
      Proceedings of the 11th IEEE International Conference on Rehabilitation Robotics
    • Place of Presentation
      Kyoto International Conference Center, Japan
    • Year and Date
      2009-06-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Fundamental research about electroencephalogram(EEG)-functional electrical stimulation(FES) rehabilitation system2009

    • Author(s)
      Mitsuru Takahashi, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of the IEEE 11th International Conference on Rehabilitation Robotics(ICORR)
    • Place of Presentation
      国立京都国際会館(京都府)
    • Year and Date
      2009-06-24
    • Related Report
      2011 Final Research Report
  • [Presentation] Functional electrical stimulation(FES) effects for event related desynchronization(ERD) on foot motor area2009

    • Author(s)
      Mitsuru Takahashi, Manabu Gouko and Koji Ito
    • Organizer
      Proceedings of IEEE/ICME International Conference on Complex Medical Engineering(CME)
    • Place of Presentation
      Phoenix, USA
    • Year and Date
      2009-04-09
    • Related Report
      2011 Final Research Report
  • [Book] ニューロダイナミクス2010

    • Author(s)
      伊藤宏司
    • Total Pages
      225
    • Publisher
      共立出版
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Book] シリーズ移動知,第3巻環境適応-内部表現と予測のメカニズム2010

    • Author(s)
      伊藤宏司・近藤敏之
    • Total Pages
      267
    • Publisher
      オーム社
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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