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Scanning interface using low-cost electroencephalograms

Research Project

Project/Area Number 25560279
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Rehabilitation science/Welfare engineering
Research InstitutionUtsunomiya University

Principal Investigator

Mori Hiroki  宇都宮大学, 工学(系)研究科(研究院), 准教授 (10302184)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords脳機能インタフェース / 脳波 / 独立成分分析 / 事象関連脱同期 / 運動想起 / 言語モデル
Outline of Final Research Achievements

This study is a challenge to realize a scanning communication aid operated by electroencephalogram (EEG), for the sake of providing a medium for locked-in patients to express their own words. To seek the possibility of taking advantages of spontaneous EEGs such as alpha wave or motor imagery-related EEGs, a number of EEG data were collected for a tremendous combinations of EEG sensors, tasks, and methods of analysys. Although a certain level of improvement was obtained, it was not enough to enable realistic scanning communication.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (5 results)

All 2014 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (3 results) Remarks (1 results)

  • [Journal Article] An accelerated scanning communication system with adaptive automatic error correction mechanism2014

    • Author(s)
      Hiroki Mori
    • Journal Title

      ASSETS '14 Proceedings of the 16th international ACM SIGACCESS conference on Computers & accessibility

      Volume: 1 Pages: 233-234

    • DOI

      10.1145/2661334.2661393

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 脳波を利用した文字走査入力システムにおける独立成分分析の効果2014

    • Author(s)
      寺島 匠, 森 大毅
    • Organizer
      電子情報通信学会HCGシンポジウム
    • Place of Presentation
      海峡メッセ下関
    • Year and Date
      2014-12-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 簡易脳波計を利用した文字走査入力の検討2014

    • Author(s)
      畑 諒輔, 森 大毅
    • Organizer
      第13回情報科学技術フォーラム(FIT2014)
    • Place of Presentation
      筑波大学筑波キャンパス
    • Year and Date
      2014-09-04
    • Related Report
      2014 Research-status Report
  • [Presentation] 脳波インタフェースのための独立成分分析に基づく信号強調2014

    • Author(s)
      寺島 匠
    • Organizer
      平成26年度電気学会東京支部学生研究発表会
    • Place of Presentation
      工学院大学新宿キャンパス
    • Year and Date
      2014-09-01
    • Related Report
      2014 Research-status Report
  • [Remarks] 科学研究費補助金(挑戦的萌芽研究)「簡易脳波計を利用したスキャン型文章入力インタフェース」

    • URL

      https://www.facebook.com/657471991058165/

    • Related Report
      2015 Annual Research Report

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Published: 2014-07-25   Modified: 2019-07-29  

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