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Development of BMI based on synchonization of brain activity and verbal commnication in daily life

Research Project

Project/Area Number 26730146
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Kansei informatics
Research InstitutionAdvanced Telecommunications Research Institute International

Principal Investigator

Ogawa Takeshi  株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 主任研究員 (10614323)

Research Collaborator KANEMURA Atsunori  国立研究開発法人産業技術総合研究所, 人間情報研究部門, 研究員
KAWANABE Motoaki  株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 主幹研究員
MORIYA Hiroki  株式会社国際電気通信基礎技術研究所, 脳情報通信総合研究所, 研究員
CELIKKANAT Hande  ヘルシンキ大学, 理学部, 博士研究員
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsブレイン・マシン・インタフェース / 携帯型脳活動計測 / 実環境 / 脳波 / 近赤外分光計測 / 機械学習 / 信号処理 / BMI / NIRS / データベース / 生活支援 / 脳計測 / コミュニケーション / 複数人
Outline of Final Research Achievements

This study is to develop a brain machine interface (BMI) to support communication from oscillatory brain activity and conversation between residents in daily-life environment. In order to achieve this purpose, I need to record brain activity by using wearable brain measurement device and human behavior including daily actions and conversation. Based on these information, I developed real-environment BMI which serve proper situation for user's request. In addition, I developed methodology to extract spatial-temporal patterns from brain activity which contains low information due to small amount of sensors.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (16 results)

All 2016 2015 2014 Other

All Int'l Joint Research (2 results) Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 2 results) Presentation (10 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] ヘルシンキ大学(フィンランド)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] University of Helsinki/Faculity of Science/Department of Computer Science(Finland)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Brain-machine interfaces for assistive smart homes: A feasibility study with wearable near-infrared spectroscopy2015

    • Author(s)
      Ogawa T, Hirayama J, Gupta P, Moriya H, Yamaguchi S, Ishikawa A, Inoue Y, Kawanabe M, Ishii S
    • Journal Title

      37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015)

      Volume: 2015 Pages: 1107-1110

    • DOI

      10.1109/embc.2015.7318559

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Learning a common dictionary for subject-transfer decoding with resting calibration2015

    • Author(s)
      Morioka, H., Kanemura, A., Hirayama, J., Shikauchi, M., Ogawa, T., Ikeda, S., Kawanabe, M., and Ishii, S.
    • Journal Title

      NeuroImage

      Volume: 111 Pages: 167-178

    • DOI

      10.1016/j.neuroimage.2015.02.015

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Spatiotemporal analysis of brain activity measured with near infrared spectroscopy2016

    • Author(s)
      Hoshino T, Kanemura A, and Ogawa T
    • Organizer
      18th Information-based Induction Science Workshop (IBIS2016)
    • Place of Presentation
      京都市・京都大学
    • Year and Date
      2016-11-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] Individual representation of large scale brain network related to creative insight: Voxel-Based Morphometry and resting-state functional connectivity analyses2016

    • Author(s)
      Ogawa T, Aihara T, Shimokawa T, and Yamashita O
    • Organizer
      Society for Neuroscience 2016
    • Place of Presentation
      アメリカ合衆国・サンディエゴ
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Network-type Brain Machine Interface2016

    • Author(s)
      Ogawa T
    • Organizer
      10th Communication Behavior Engineering Seminar
    • Place of Presentation
      吹田市・大阪大学
    • Year and Date
      2016-08-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] Individual difference of creative insight in broad-age ranged adults: combined Voxel-Based Morphometry and resting-state functional connectivity analyses2016

    • Author(s)
      Ogawa T, Aihara T, Shimokawa T, and Yamashita O
    • Organizer
      The 39th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      横浜市・パシフィコ横浜
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Understanding information processing of brain: from cutting-edge of neuroscience2016

    • Author(s)
      Ogawa T
    • Organizer
      Reimei High school Carrier Path Lecture
    • Place of Presentation
      薩摩川内市・れいめい高校
    • Year and Date
      2016-07-08
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] An application of NIRS-based brain machine interface in the realistic environment: supporting appliance control with online single-trial decoding2015

    • Author(s)
      Ogawa T, Hirayama J, Gupta P, Abdur-Rahim J, Moirya H, Yano K, Kawanabe M, Ishii S
    • Organizer
      38th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 実生活空間に広がるBMI技術とその応用2015

    • Author(s)
      小川剛史
    • Organizer
      日本認知心理学会 第13回大会
    • Place of Presentation
      東京
    • Year and Date
      2015-07-04
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] On-line hand gesture recognition to control digital TV using a boosted and randomized clustering forest2015

    • Author(s)
      Yano K, Ogawa T, Kawanabe M, Suyama T
    • Organizer
      VISAPP 2015
    • Place of Presentation
      Berlin, Germany
    • Year and Date
      2015-03-11 – 2015-03-15
    • Related Report
      2014 Research-status Report
  • [Presentation] Decoding daily behaviors from NIRS signatures by using a portable NIRS device in the daily-life environment2014

    • Author(s)
      Ogawa T, Gupta KP, Yano K, Abdur-Rahim JA, Morioka H, Hirayama J, Yamaguchi S, Ishikawa A, Inoue Y, Kawanabe M, Ishii S
    • Organizer
      Society for Neuroscience 2014
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      2014-11-15 – 2014-11-19
    • Related Report
      2014 Research-status Report
  • [Presentation] Decoding daily-life behavioral signatures in the real environment: portable NIRS signal using behavior labels2014

    • Author(s)
      Ogawa T, Gupta KP, Yano K, Abdur-Rahim JA, Morioka H, Hirayama J, Yamaguchi S, Ishikawa A, Inoue Y, Kawanabe M, Ishii S
    • Organizer
      37th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Remarks] Takeshi Ogawa website

    • URL

      https://sites.google.com/site/introtakeshiogawa/

    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] 動作識別システム、情報処理装置、および情報処理プログラム2014

    • Inventor(s)
      小川剛史、平山淳一郎、石井信
    • Industrial Property Rights Holder
      (株)国際電気通信基礎技術研究所
    • Industrial Property Rights Type
      特許
    • Filing Date
      2014-09-12
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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