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Real time attention detection based on simultaneous EEG measurements of group

Research Project

Project/Area Number 24300038
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionToyama Prefectural University

Principal Investigator

TOUYAMA Hideaki  富山県立大学, 工学部, 准教授 (00401323)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥18,330,000 (Direct Cost: ¥14,100,000、Indirect Cost: ¥4,230,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2012: ¥11,440,000 (Direct Cost: ¥8,800,000、Indirect Cost: ¥2,640,000)
Keywordsブレインマシンインタフェース / 脳波 / 集団被験者 / 集団同時脳情報 / 脳情報処理 / 事象関連電位 / 集団 / 脳波計測
Outline of Final Research Achievements

In this research, we aimed to develop a system which can extract the attention of multiple users by using group brain activities in real time. The typical EEG averaging method was not adopted and a new approach to analyze the group EEG signals was evaluated. As the result, with single-trial EEG signals in the group, our system could extract the attention to stimulations in real time with rather high accuracy.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (11 results)

All 2015 2014 2013 2012

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (7 results) (of which Invited: 1 results) Book (2 results)

  • [Journal Article] 特定集団におけるP300惹起人数の推定2014

    • Author(s)
      吉竹一智、唐山英明
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol. J97-D, No.3 Pages: 507-513

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 集団同時脳波計測-P300の単試行検出精度の向上に向けて-2013

    • Author(s)
      吉竹一智・増田侑也・唐山英明
    • Journal Title

      日本バーチャルリアリティ学会論文誌

      Volume: Vol.18, No.1 Pages: 13-19

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 集団同時脳波計測の可能性2015

    • Author(s)
      唐山英明
    • Organizer
      人と空間と情報技術・研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2015-03-13 – 2015-03-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] A preliminary study on EEG Hyperscanning using p300 speller and computer vision technology2014

    • Author(s)
      Junwei Fan and Hideaki Touyama
    • Organizer
      日本VR学会・VR心理学研究委員会
    • Place of Presentation
      富山県立大学
    • Year and Date
      2014-10-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] A collaborative BCI system based on P300 signals as a new tool for life log indexing2014

    • Author(s)
      Hideaki Touyama
    • Organizer
      The 2014 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Paradise Point Resort and Spa, San Diego, CA, USA.
    • Year and Date
      2014-10-05 – 2014-10-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] 集団における事象関連電位惹起人数の実時間推定2014

    • Author(s)
      唐山英明
    • Organizer
      シンポジウム「ドライバ心理・生理・行動特性の評価技術と応用展開」
    • Place of Presentation
      工学院大学・アーバンテックホール・東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 集団同時計測脳波を用いたP300 発生人数推定2013

    • Author(s)
      吉竹一智、唐山英明
    • Organizer
      日本バーチャルリアリティ学会・VR心理学研究委員会
    • Place of Presentation
      新潟国際情報大学、新潟
    • Related Report
      2013 Annual Research Report
  • [Presentation] 集団事象関連電位の計測とその解析2013

    • Author(s)
      唐山英明
    • Organizer
      電子情報通信学会・MEとバイオサイバネティクス研究会(MBE)
    • Place of Presentation
      富山県立大学、富山・射水
    • Related Report
      2013 Annual Research Report
  • [Presentation] 集団によるP300同時計測2012

    • Author(s)
      増田侑也・吉竹一智・唐山英明
    • Organizer
      第17回日本バーチャルリアリティ学会大会
    • Place of Presentation
      慶応義塾大学・日吉キャンパス
    • Related Report
      2012 Annual Research Report
  • [Book] ウエアラブル・エレクトロニクス2014

    • Author(s)
      唐山英明(分担執筆)
    • Total Pages
      262
    • Publisher
      エヌ・ティー・エス
    • Related Report
      2014 Annual Research Report
  • [Book] ヒト装着エレクトロニクス(分担執筆)2014

    • Author(s)
      唐山英明
    • Total Pages
      11
    • Publisher
      株式会社エヌ・ティー・エス
    • Related Report
      2013 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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