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Construction of mental models based on NIRS signals that considered the personal characteristics

Research Project

Project/Area Number 24700742
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Applied health science
Research InstitutionKobe City College of Technology

Principal Investigator

OYAMA TADAHIRO  神戸市立工業高等専門学校, その他部局等, 講師 (80583749)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
KeywordsNIRS / ストレス / SVM / 生体信号 / 脳血流 / 機械学習 / 統計的特徴抽出手法
Research Abstract

In recent years, the person that causes various disease due to stress increased. Studies on the quantification of stress using biological information in order to alleviate the stress were performed. In this research, we verify whether quantification of stress is possible from change of the cerebral blood flow that is one of the living body information. As a result of the verification experiment, we can confirm that the stress level might be able to be quantified from the cerebral blood flow.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (7 results)

All 2014 2013 Other

All Presentation (7 results)

  • [Presentation] Analysis of prefrontal cortex activity based on NIRS signal2014

    • Author(s)
      Tadahiro Oyama, et.al.
    • Organizer
      Proc. of 2014 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP'14)
    • Related Report
      2013 Final Research Report
  • [Presentation] Analysis of prefrontal cortex activity based on NIRS signal2014

    • Author(s)
      Tadahiro Oyama and Kizuku Fukuike
    • Organizer
      Proc. of 2014 RISP International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      ホノルル、ハワイ
    • Related Report
      2013 Annual Research Report
  • [Presentation] BCIのための簡易計測装置を用いた生体信号の解析2013

    • Author(s)
      尾山匡浩, 他
    • Organizer
      平成25年電気学会電子・情報・システム部門大会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] BCIのための簡易計測装置を用いた生体信号の解析2013

    • Author(s)
      尾山 匡浩,Karungaru Stephen, 柘植 覚,福見 稔
    • Organizer
      平成25年電気学会 電子・情報・システム部門大会 講演論文集
    • Place of Presentation
      北見
    • Related Report
      2013 Annual Research Report
  • [Presentation] 単一脳波を用いたBCIに関する検討1

    • Author(s)
      尾山 匡浩,Karungaru Stephen,柘植 覚,福見 稔
    • Organizer
      第22回インテリジェント・システム・シンポジウム(FAN2012)
    • Place of Presentation
      沖縄
    • Related Report
      2012 Research-status Report
  • [Presentation] ニューラルネットワークを用いた単一脳波の識別に関する研究

    • Author(s)
      東 圭太,尾山 匡浩
    • Organizer
      平成24年電気関係学会関西連合大会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] 脳波を用いた運動想起の有無の検出に関する研究

    • Author(s)
      今田 博紀,尾山 匡浩
    • Organizer
      平成24年電気関係学会関西連合大会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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