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Digital Communication Through the Brain: Modulation With PerceptualStimuli and Demodulation from the Brain

Research Project

Project/Area Number 23650059
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Media informatics/Database
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

TANAKA Toshihisa  東京農工大学, 大学院・工学研究院, 准教授 (70360584)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords信号処理 / 脳波計測 / インタフェース / 脳波 / 脳インタフェース / 生体情報処理
Research Abstract

A brain-computer interface (BCI) based on steady-state visual-evoked potentials (SSVEP) has two difficulties: limitation of the number of commands and uneven probabilities of command execution. To address these problems, the present research project proposed a paradigm of BCI using frequency-modulated visual stimuli. The commands are translated into code words consisting of binary digits, to which visual stimuli with distinct frequencies are assigned. Frequencies of SSVEP are recognized to detect bits, and a command to be executed is determined from the sequence of detected bits. Experimental results showed that the proposed paradigm achieved a reliable BCI with higher accuracies and balanced command executing probabilities.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (8 results)

All 2013 2012 2011 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (5 results)

  • [Journal Article] SSVEP-based brain-computer interfaces using FSK-modulated visual stimuli2013

    • Author(s)
      Y. Kimura, T. Tanaka, H. Higashi, and N. Morikawa
    • Journal Title

      IEEE Trans. Biomedical Engineering

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A simple platform of brain-controlled mobile robot and its implementation by SSVEP2012

    • Author(s)
      C. Zhang, Y. Kimura, H. Higashi, and T. Tanaka
    • Journal Title

      Proc. of the 2012 International Joint Conference on Neural Networks (IJCNN 2012),

      Volume: 1 Pages: 1-7

    • DOI

      10.1109/ijcnn.2012.6252579

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SSVEP frequency detection methods considering background EEG2012

    • Author(s)
      T. Tanaka, C. Zhang, and H. Higashi
    • Journal Title

      Proc. SCIS-ISIS2012

      Volume: 1 Pages: 1138-1143

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 位相偏移変調視覚刺激を用いた脳コンピュータインタフェース2013

    • Author(s)
      森川直樹,木村陽介,田中聡久
    • Organizer
      2013年電子情報通信学会総合大会
    • Place of Presentation
      岐阜大学
    • Year and Date
      2013-03-21
    • Related Report
      2012 Final Research Report
  • [Presentation] SSVEP frequency detection methods considering background EEG2012

    • Author(s)
      T. Tanaka, C. Zhang, and H. Higashi
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems, and The 3th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Kobe Portopia Hotel
    • Related Report
      2012 Final Research Report
  • [Presentation] A simple platform of brain-controlled mobile robot and its implementation by SSVEP2012

    • Author(s)
      C. Zhang, Y. Kimura, H. Higashi, and T. Tanaka
    • Organizer
      in Proc. of the 2012 International Joint Conference on Neural Networks
    • Place of Presentation
      Brisbane, Australia
    • Related Report
      2012 Final Research Report
  • [Presentation] FSK変調した視覚刺激によるBCI2011

    • Author(s)
      木村陽介,東広志,田中聡久
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2011-11-25
    • Related Report
      2012 Final Research Report 2011 Research-status Report
  • [Presentation] 位相偏移変調視覚刺激を用いた脳コンピュータインタフェース

    • Author(s)
      森川直樹・木村陽介・田中聡久
    • Organizer
      電子情報通信学会 基礎・境界ソサイエティ - 総合大会講演論文集
    • Place of Presentation
      岐阜大学
    • Related Report
      2012 Annual Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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