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Development research of BMI device for reconstructing body function that enhances sense of agency and sense of ownership

Research Project

Project/Area Number 15H03051
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Rehabilitation science/Welfare engineering
Research InstitutionYokohama National University

Principal Investigator

KATO RYU  横浜国立大学, 大学院工学研究院, 准教授 (70516905)

Co-Investigator(Kenkyū-buntansha) 山村 修  福井大学, 学術研究院医学系部門, 講師 (30436844)
生駒 一憲  北海道大学, 大学病院, 教授 (70202918)
横井 浩史  電気通信大学, 大学院情報理工学研究科, 教授 (90271634)
Co-Investigator(Renkei-kenkyūsha) TAKAGI Takehiko  東海大学, 医学部, 講師 (00348682)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥16,900,000 (Direct Cost: ¥13,000,000、Indirect Cost: ¥3,900,000)
Fiscal Year 2017: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2016: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2015: ¥7,670,000 (Direct Cost: ¥5,900,000、Indirect Cost: ¥1,770,000)
Keywords身体所有感 / 運動主体感 / 感覚フィードバック / Brain Machine Interdface / Brain Machine Interface / リハビリテーション / 知能ロボティクス / 医療・福祉 / 機械学習 / 認知科学 / Brain machine interface
Outline of Final Research Achievements

In this research, we aim to develop a new BMI device for body-function reconstruction which strongly felt the sense of agency and the sense of ownership, and to construct a methodology. The research results are as follows.
(1)Through brain activity measurement and psychological experiments, we clarified the following two points: a)By applying sensory feedback to the BMI prosthesis, the user feels a sense of ownership of the prosthetic hands, b)Tactile feedback and somatosensory feedback of the BMI prosthesis enhance sense of agency to the prosthesis
(2) We developed upper-limb neuro-prosthetic hand, finger extension support device, neuromuscular electrical stimulation device controlling paralyzed finger. We applied these devices to 8 patients and revealed that these devices are useful for rehabilitation

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (36 results)

All 2017 2016 2015

All Journal Article (5 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 5 results,  Open Access: 5 results,  Acknowledgement Compliant: 1 results) Presentation (31 results) (of which Int'l Joint Research: 14 results,  Invited: 1 results)

  • [Journal Article] Development of myoelectric hand that determines hand posture and estimates grip force simultaneously2017

    • Author(s)
      Yusuke Yamanoi, Soichiro Morishita, Ryu Kato and Hiroshi Yokoi
    • Journal Title

      Biomedical Signal Processing and Control

      Volume: Vol.38 Pages: 312-321

    • DOI

      10.1016/j.bspc.2017.06.019

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] エラストマーゲルを用いた筋電義手のための装飾手袋の開発2016

    • Author(s)
      矢吹佳子,棚橋一将,星川英,中村達弘,姜銀来,加藤龍,横井浩史
    • Journal Title

      日本義肢装具学会誌

      Volume: 32 Pages: 177-185

    • NAID

      130005773855

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development and Evaluation of a Simplified Myoelectric Prosthetic Hand Realizing Basic Grasp Function in ADL2015

    • Author(s)
      星川英,迫田辰太郎,山野井佑介,加藤龍,森下壮一郎,中村達弘,關達也,姜銀来,横井浩史
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics

      Volume: 27 Issue: 6 Pages: 885-897

    • DOI

      10.3156/jsoft.27.885

    • NAID

      130005117053

    • ISSN
      1347-7986, 1881-7203
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Development of a Novel Post-processing Algorithm for Myoelectric Pattern Classification2015

    • Author(s)
      粕谷昌宏,加藤龍,横井浩史
    • Journal Title

      Transactions of Japanese Society for Medical and Biological Engineering

      Volume: 53 Issue: 4 Pages: 217-224

    • DOI

      10.11239/jsmbe.53.217

    • NAID

      130005130429

    • ISSN
      1347-443X, 1881-4379
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Closed-Loop Control of a Neuroprosthetic Hand by Magnetoencephalographic Signals2015

    • Author(s)
      Fukuma R, Yanagisawa T, Yorifuji S, Kato R, Yokoi H, Hirata M, Saitoh Y, Kishima H, Kamitani Y, Yoshimine T
    • Journal Title

      PLoS One

      Volume: 10 Issue: 7 Pages: e0131547-e0131547

    • DOI

      10.1371/journal.pone.0131547

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Control Method for Myoelectric Hand using Convolutional Neural Network to Simplify Learning of EMG Signals2017

    • Author(s)
      Yusuke Yamanoi, Ryu Kato
    • Organizer
      2017 IEEE International Conference on Cyborg and Bionic Systems(CBS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Real-time cortical adaptation monitoring system for prosthetic rehabilitation based on functional near-infrared spectroscopy2017

    • Author(s)
      Chiaki Mizuochi, Yoshiko Yabuki, Yasuhiro Mouri, Shunta Togo, Soichiro Morishita,Yinlai Jiang,Ryu Kato and Hiroshi Yokoi
    • Organizer
      2017 IEEE International Conference on Cyborg and Bionic Systems(CBS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of a Myoelectric Prosthesis Simulator using Augmented Reality2017

    • Author(s)
      Wataru Nishino, Yusuke Yamanoi, Yoshiaki Sakuma and Ryu Kato
    • Organizer
      2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of an upper limb neuroprosthesis to voluntarily control elbow and hand2017

    • Author(s)
      Yosuke Ogiri, Yusuke Yamanoi, Wataru Nishino, Ryu Kato, Takehiko Takagi and Hiroshi Yokoi
    • Organizer
      26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of Easily Wearable Assistive Device with Elastic Exoskeleton for Paralyzed Hand2017

    • Author(s)
      Josuke Kawashimo, Yusuke Yamanoi and Ryu Kato
    • Organizer
      26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Convolution Neural Networkを用いた再学習不要な筋電義手の制御手法2017

    • Author(s)
      山野井佑介, 加藤龍
    • Organizer
      計測自動制御学会 第23回創発システム・シンポジウム「創発夏の学校」
    • Related Report
      2017 Annual Research Report
  • [Presentation] トーションバネによるブレーキ機構を用いた 関節ロック型筋電義手2017

    • Author(s)
      阿久津祐樹, 加藤龍
    • Organizer
      第35回日本ロボット学会学術講演会(RSJ2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 距離画像センサによる上肢の姿勢推定手法を用いたAR筋電義手シミュレータの開発2017

    • Author(s)
      佐藤駿紀,西野亘,加藤龍
    • Organizer
      第35回日本ロボット学会学術講演会(RSJ2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 上腕切断患者に対するTargeted Muscle Reinnervation ─神経の選定と再支配、より効率的な多自由度筋電義手操作のために─2017

    • Author(s)
      高木岳彦,児玉三彦,加藤龍,山野井佑介,西野亘,大桐洋亮,横井浩史,高山真一郎,正門由久,渡辺雅彦
    • Organizer
      第28回日本抹消神経学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 失われた多くの上肢機能を再建する筋電義手の研究開発とその実用化に向けて2017

    • Author(s)
      加藤龍
    • Organizer
      平成28年度医療ICTシンポジウム(SMICT2017)
    • Place of Presentation
      横浜 横浜ラポール
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Development of five-finger robotic hand using master-slave control for hand-assisted laparoscopic surgery2016

    • Author(s)
      Koki Yoshida, Hiroshi Yamada, Ryu Kato, Hiroshi Yokoi and Masaya Mukai
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Florida, USA
    • Year and Date
      2016-08-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bran-muscle Interface: controlling a prosthetic hand2016

    • Author(s)
      Ryu Kato
    • Organizer
      XXI ISEK CONGRESS(International Society of Electrophysiology and Kinesiology)
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2016-07-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The cortical adaptation monitoring system for leg press machine with FES induced biofeedback2016

    • Author(s)
      Misato Kasuya, Mai Nozakura, Soichiro Morishita, Yinlai Jiang, Masao Sugi, Hiroshi Yokoi, Ryu Kato
    • Organizer
      XXI ISEK CONGRESS(International Society of Electrophysiology and Kinesiology)
    • Place of Presentation
      Chicago, USA
    • Year and Date
      2016-07-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of new Cosmetic Gloves for Myoelectric Prosthetic Hand by using Thermoplastic Styrene Elastomer2016

    • Author(s)
      Yoshiko Yabuki, Kazumasa Tanahashi, Suguru Hoshikawa, Tatsuhiro Nakamura, Ryu Kato, Yinkai Jiang and Hiroshi Yokoi
    • Organizer
      The 14th International Conference on Intelligent Autonomous Systems
    • Place of Presentation
      Shanghai, China
    • Year and Date
      2016-07-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Investigation of a Cognitive Strain on Hand Grasping Induced by Sensory Feedback for Myoelectric Hand2016

    • Author(s)
      Hiroshi Yamada, Yusuke Yamanoi, Ko Wakita and Ryu Kato
    • Organizer
      International Conference of Robotics and Automation 2016
    • Place of Presentation
      Stockholm, Sweden
    • Year and Date
      2016-05-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ワイヤ牽引による関節剛性可変機構を有する筋電義手用ロボットハンドの開発2016

    • Author(s)
      阿久津祐樹, 加藤龍
    • Organizer
      2016年度精密工学会春季大会学術講演会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 拡張現実感を用いた筋電義手シミュレータの開発2016

    • Author(s)
      西野亘,山野井佑介,佐久間良顕,加藤龍
    • Organizer
      第21回日本バーチャルリアリティ学会大会
    • Place of Presentation
      茨城 つくば国際会議場
    • Related Report
      2016 Annual Research Report
  • [Presentation] 用手補助腹腔鏡下手術のための前腕装着型5 指ロボットハンド・アームの開発2016

    • Author(s)
      吉田宏輝, 山田洋, 加藤龍, 横井浩史, 向井正哉
    • Organizer
      第34回日本ロボット学会学術講演会
    • Place of Presentation
      山形 山形大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 母指姿勢の制御を可能とする表面電気刺激手法の開発2016

    • Author(s)
      横河佑一,山田洋,山野井佑介,加藤龍
    • Organizer
      第34回日本ロボット学会学術講演会
    • Place of Presentation
      山形 山形大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 肘と手指を同時制御可能な生体信号制御型電動義手の開発-身体負担が小さく日常生活動作が可能な上肢電動義手の製作-2016

    • Author(s)
      大桐洋亮, 山野井佑介, 山田洋, 西野亘, 加藤龍, 矢吹佳子, 横井浩史
    • Organizer
      第34回日本ロボット学会学術講演会
    • Place of Presentation
      山形 山形大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 麻痺手への簡易装着可能な手指運動支援装置の開発2016

    • Author(s)
      川下丈佑, 山野井佑介, 加藤龍
    • Organizer
      第34回日本ロボット学会学術講演会
    • Place of Presentation
      山形 山形大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 床振動音を用いた独居高齢者の転倒因子予測に関する研究2016

    • Author(s)
      佐久間良顕, 山野井佑介, 加藤龍, 山村修
    • Organizer
      LIFE2016
    • Place of Presentation
      宮城 東北大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 筋電義手の触覚フィードバック方法が把持に関する認知的負担に与える影響の調査2015

    • Author(s)
      山田洋, 鈴木大輝, 山野井佑介, 脇田航, 加藤龍
    • Organizer
      第33回日本ロボット学会学術講演会(RSJ2015)
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] Bilateral Trainingを利用した表面筋電位からの把持姿勢識別及び把持力推定手法2015

    • Author(s)
      山野井佑介, 森下壮一郎, 加藤龍, 横井浩史
    • Organizer
      第33回日本ロボット学会学術講演会(RSJ2015)
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 多自由度筋電義手のための眼電信号による把持速度制御法2015

    • Author(s)
      脇田航, 山田洋, 鈴木大輝, 山野井佑介, 加藤龍
    • Organizer
      第33回日本ロボット学会学術講演会(RSJ2015)
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 用手補助腹腔鏡下手術のための5指型ロボットハンド・アームを用いた手術支援システムの開発2015

    • Author(s)
      吉田宏輝,關達也,横井浩史,加藤龍,向井正哉
    • Organizer
      第33回日本ロボット学会学術講演会(RSJ2015)
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 基本的なADLsを実現させる2自由度筋電義手の構造設計2015

    • Author(s)
      星川英, 加藤龍, 中村達弘, 關達也, 姜銀来, 横井浩史
    • Organizer
      第33回日本ロボット学会学術講演会(RSJ2015)
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] Structure Design for a Two-DoF Myoelectric Prosthetic Hand to Realize Basic Hand Functions in ADLs2015

    • Author(s)
      Suguru Hoshikawa, Yinlai Jiang, Ryu Kato, Soichiro Morishita, Tatsuhiro Nakamura, Yoshiko Yabuki, Hiroshi Yokoi
    • Organizer
      37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC15)
    • Place of Presentation
      Milano, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Selective Linear-Regression Model for Hand Posture Discrimination and Grip Force Estimation using Surface Electromyogram Signals2015

    • Author(s)
      Yusuke Yamanoi, Soichiro Morishita, Ryu Kato, Hiroshi Yokoi
    • Organizer
      37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC15)
    • Place of Presentation
      Milano, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis and Optimization of Novel Post-processing Method for Myoelectric Pattern Recognition2015

    • Author(s)
      Masahiro Kasuya, Ryu Kato, Hiroshi Yokoi
    • Organizer
      International Conference on Rehabilitation Robotics(ICORR)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-08-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Grasping-posture classification using myoelectric signal on hand pre-shaping for natural control of myoelectric hand2015

    • Author(s)
      Daiki Suzuki, Yusuke Yamanoi, Hiroshi Yamada, Ko Wakita, Ryu Kato, Hiroshi Yokoi
    • Organizer
      2015 IEEE International Conference on Technologies for Practical Robot Applications (TePRA2015)
    • Place of Presentation
      Boston, USA
    • Year and Date
      2015-05-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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