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発声想像時の脳波を用いたサイレントスピーチインタフェース

Research Project

Project/Area Number 16J08755
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section国内
Research Field Human interface and interaction
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

末房 佳小里  東京農工大学, 大学院工学府, 特別研究員(DC1)

Project Period (FY) 2016-04-22 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2018: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2017: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2016: ¥700,000 (Direct Cost: ¥700,000)
Keywords生体信号処理 / 脳波 / ヒューマンマシンインタフェース / ブレインマシンインタフェース / 脳マシンインタフェース
Outline of Annual Research Achievements

本年度は,ブレイン・コンピュータ・インタフェースの基礎研究に関して,これまでの同期型から非同期型への拡張について,昨年度に引き続き取り組んできた.具体的には,脳波からあるメッセージをデコーディングするにあたり,従来の同期型では外部から同期信号をユーザに定時する必要があった.この非同期型では,同期信号を必要としないことが最大の特色であり,昨年来研究してきた結果は,IEEE Transactions on Biomedical Engineering誌に掲載された.また,この結果をベースとして,博士論文を執筆した.

Research Progress Status

平成30年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

平成30年度が最終年度であるため、記入しない。

Report

(3 results)
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (11 results)

All 2018 2017 2016

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Open Access: 1 results,  Acknowledgement Compliant: 3 results) Presentation (6 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Asynchronous Brain--Computer Interfacing Based on Mixed-Coded Visual Stimuli2017

    • Author(s)
      Suefusa Kaori、Tanaka Toshihisa
    • Journal Title

      IEEE Transactions on Biomedical Engineering

      Volume: 1 Issue: 9 Pages: 1-11

    • DOI

      10.1109/tbme.2017.2785412

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neural entrainment to auditory imagery of rhythms2017

    • Author(s)
      Haruki Okawa, Kaori Suefusa, and Toshihisa Tanaka
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 11 Pages: 1-1

    • DOI

      10.3389/fnhum.2017.00493

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A comparison study of visually stimulated brain--computer and eye tracking interfaces2017

    • Author(s)
      K. Suefusa and T. Tanaka
    • Journal Title

      Journal of Neural Engineering

      Volume: 14 Issue: 3 Pages: 036009-036009

    • DOI

      10.1088/1741-2552/aa6086

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain--computer interfaces2017

    • Author(s)
      Kaori Suefusa and Toshihisa Tanaka
    • Journal Title

      Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis2016

    • Author(s)
      K. Suefusa and T. Tanaka
    • Journal Title

      Engineering in Medicine and Biology Society (EMBC), 2016 38th Annual International Conference of the IEEE

      Volume: 1 Pages: 1492-1495

    • DOI

      10.1109/embc.2016.7590992

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Calibration Reduction by Efficient Transformation of Individual Templates for SSVEP Brain--Computer Interfaces2018

    • Author(s)
      Kaori Suefusa and Toshihisa Tanaka
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain--computer interfaces2017

    • Author(s)
      Kaori Suefusa and Toshihisa Tanaka
    • Organizer
      42nd IEEE International Conference on Acoustics, Speech and Signal Processing
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2017-03-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Classifying Modulation Waveforms of Visual Stimuli via Steady-State Visual Evoked Potentials2017

    • Author(s)
      Yutaro Tanji, Naoki, Morikawa, Masaki Nakanishi, Kaori Suefusa, and Toshihisa Tanaka
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Imagined rhythm can be decoded from EEG2016

    • Author(s)
      Haruki Okawa, Kaori Suefusa, and Toshihisa Tanaka
    • Organizer
      Neuroscience 2016
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 視覚刺激を用いた脳コンピュータインタフェースにおけるキャリブレーション削減のための参照信号の効果的な変換法2016

    • Author(s)
      末房佳小里,田中聡久
    • Organizer
      第31回信号処理シンポジウム
    • Place of Presentation
      関西大学100周年記念会館(大阪府吹田市)
    • Year and Date
      2016-11-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis2016

    • Author(s)
      Kaori Suefusa and Toshihisa Tanaka
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Orland, USA
    • Year and Date
      2016-08-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

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Published: 2016-05-17   Modified: 2024-03-26  

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