• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Estimation of perception states from a single-trial EEG recording

Research Project

Project/Area Number 21700286
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Cognitive science
Research InstitutionToyohashi University of Technology

Principal Investigator

MINAMI Tetsuto  Toyohashi University of Technology, エレクトロニクス先端融合研究所, 特任准教授 (70415842)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords視覚認知 / 隠し絵 / EEG / 周波数解析 / SVM / BCI / 理解度 / ベータ帯 / PDC
Research Abstract

The purpose of this study was to classify perception states. Subjects were presented with binarization images and color images. The best classification accuracy was obtained when the beta band power was used as an input feature. Additionally, the conversion matrix of SVM was analyzed. As a result, the association of the memory was reflected in the alpha band activity in the parietal and parietal temporal region, thereafter, the contrast process comes into being in the beta band activity in the frontal region ; finally, the cognitive process accrues in the gamma band activity in the right occipital temporal region.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (34 results)

All 2011 2010 2009 Other

All Journal Article (14 results) (of which Peer Reviewed: 14 results) Presentation (19 results) Remarks (1 results)

  • [Journal Article] Effects of colorinformation on face processing usingevent-related potentials and gammaoscillations2011

    • Author(s)
      Minami, T., Goto, K., Kitazaki, M., Nakauchi, S.
    • Journal Title

      Neuroscience Vol.176

      Pages: 265-273

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effects of Color Information on Face Processing Using Event-Related Potentials and Gamma Oscillations2011

    • Author(s)
      Minami, T., Goto, K., Kitazaki, M., Nakauchi, S.
    • Journal Title

      Neuroscience

      Volume: 176 Pages: 265-273

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 中内茂樹記憶色の強さが事象関連電位2010

    • Author(s)
      中島加恵, 南哲人
    • Journal Title

      P3に与える影響日本感性工学会論文誌 9(2)

      Pages: 235-242

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 記憶色の強さが脳波P3に与える影響2010

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Journal Title

      日本感性工学会論文集 (In press)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymmetry of P3 amplitudeduring oddball tasks reflects theunnaturalness of visual stimuli.2009

    • Author(s)
      Minami T., Goto K., Kitazaki M., Nakuchi S.
    • Journal Title

      NeuroReport Vol.20

      Pages: 1471-1476

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 中内茂樹顔認知処理に与える色情報の影響と時間特性2009

    • Author(s)
      後藤紀美子, 南哲人, 北崎充晃
    • Journal Title

      日本感性工学会論文誌 第8巻

      Pages: 527-534

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multisensory processing and gammaband activity in the unnaturalnessand cross-modal priming2009

    • Author(s)
      Yokota, Y., Minami, T., Nakauchi,S.
    • Journal Title

      BrainTopography and Multimodal Imaging

      Pages: 27-30

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of ambiguous statesfrom a single-trial EEG recording2009

    • Author(s)
      Noritake, Y., Minami, T., Nakauchi,S.
    • Journal Title

      Brain Topography and MultimodalImaging

      Pages: 27-30

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymmetry of P3 amplitude during oddball tasks reflects the unnaturalness of visual stimuli2009

    • Author(s)
      Minami, T., Goto, K., Kitazaki, M., Nakauchi, S.
    • Journal Title

      NeuroReport 20(16)

      Pages: 1471-1476

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 顔認知処理に与える色情報の影響と時間特性2009

    • Author(s)
      後藤紀美子, 南哲人, 北崎充晃, 中内茂樹
    • Journal Title

      日本感性工学会論文集 8(3)

      Pages: 527-534

    • NAID

      130005121095

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 単一試行に対するEEGを用いた二値化視覚情報の知覚状態推定

    • Author(s)
      則竹洋介, 南哲人, 中内茂樹
    • Journal Title

      電子情報通信学会論文誌 印刷中

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] P300に基づく認知型BMI における効率の良い刺激提示方法の検討

    • Author(s)
      高井英明, 南哲人, 長谷川良平
    • Journal Title

      日本感性工学会論文集 印刷中

    • NAID

      130001361990

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 商品キャラクタに対する認知状態と脳波の関連

    • Author(s)
      橋本陽平, 南哲人, 長谷川良平, 中内茂樹
    • Journal Title

      日本感性工学会論文集 印刷中

    • NAID

      130001361995

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] ERPに基づく視覚刺激における不自然さの推定

    • Author(s)
      横田悠右, 南哲人, 中内茂樹
    • Journal Title

      日本感性工学会論文集 印刷中

    • NAID

      130001362012

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] EEG Study of insight process of hidden figures2010

    • Author(s)
      Noritake, Y., Minami, T., Nakauchi, S.
    • Organizer
      7th Annual ECNS/ISNIP Conference
    • Place of Presentation
      Istanbul Turkey
    • Year and Date
      2010-09-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] Event-related potential correlated to facial color processing2010

    • Author(s)
      Nakajima, K., Minami, T., Nakauchi, S.
    • Organizer
      7th Annual ECNS/ISNIP Conference
    • Place of Presentation
      Istanbul Turkey
    • Year and Date
      2010-09-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] 商品キャラクターに対する認知状態と脳波の関連2010

    • Author(s)
      橋本陽平, 南哲人, 長谷川良平, 中内茂樹
    • Organizer
      第12回日本感性工学会大会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2010-09-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] 視覚刺激におけるERPからの不自然さの推定2010

    • Author(s)
      横田悠右, 南哲人, 中内茂樹
    • Organizer
      第12回日本感性工学会大会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2010-09-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] 顔色の違いが顔選択的成分N170に与える影響2010

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Organizer
      Neuro2010
    • Place of Presentation
      神戸コンベンションセンター
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] 事象関連電位による顔色知覚の検討2010

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Organizer
      日本視覚学会2010年冬季天会
    • Place of Presentation
      工学院大学
    • Year and Date
      2010-01-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] EEG Study of insight process ofhidden figures2010

    • Author(s)
      Noritake, Y., Minami, T.and Nakauchi, S.
    • Organizer
      7th Annual ECNS/ISNIPConference (First Joint Meeting ofECNS/ISBET/ISNIP, Istanbul Turkey)
    • Related Report
      2010 Final Research Report
  • [Presentation] Efficient methods of presentingvisual stimuli for the P300-basedcognitive interface2010

    • Author(s)
      Minami, T., Takai, H., Hasegawa, P.R.
    • Organizer
      7th Annual ECNS/ISNIP Conference (First JointMeeting of ECNS/ISBET/ISNIP,Istanbul Turkey)
    • Related Report
      2010 Final Research Report
  • [Presentation] 顔色の色相変化と顔選択的事象関連電位の関係2009

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      豊橋技術科学大学
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] 商品キャラクタの認知度による脳波の違い2009

    • Author(s)
      橋本陽平, 南哲人, 長谷川良平, 中内茂樹
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      豊橋技術科学大学
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Multisensory processing and gamma band activity in the unnaturalness and cross-modal priming2009

    • Author(s)
      Yokota, Y., Minami, T., Nakauchi, S.
    • Organizer
      The International Society for Brain Electromagnetic Topography2009
    • Place of Presentation
      Kyoto (Japan)
    • Year and Date
      2009-09-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] Estimation of ambiguous states from a single-trial EEG recording2009

    • Author(s)
      Noritake, Y., Minami, T.,Nakauchi, S.
    • Organizer
      The International Society for Brain Electromagnetic Topography2009
    • Place of Presentation
      Kyoto (Japan)
    • Year and Date
      2009-09-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] 大人と乳児の顔処理における色情報の影響:事象関連電位による研究2009

    • Author(s)
      南哲人, 後藤紀美子, 板倉昭二, 北崎充晃, 中内茂樹
    • Organizer
      第32回日本神経科学学会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 聴覚-視覚プライミングにおける視覚刺激の不自然さが脳波の周波数特性に与える影響2009

    • Author(s)
      横田悠右, 南哲人, 中内茂樹
    • Organizer
      第32回日本神経科学学会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 記憶色の強さが脳波P3に与える影響2009

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Organizer
      第32回日本神経科学学会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] EGを用いた二値化画像によるあいまいな認知状態の分類2009

    • Author(s)
      則竹洋佑, 南哲人, 中内茂樹
    • Organizer
      第32回日本神経科学学会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 記憶色の強さが脳波P3に与える影響2009

    • Author(s)
      中島加恵, 南哲人, 中内茂樹
    • Organizer
      第11回日本感性工学会大会
    • Place of Presentation
      芝浦工業大学
    • Year and Date
      2009-09-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] EEGを用いた二値化画像によるあいまいな認知状態の分類2009

    • Author(s)
      則竹洋佑, 南哲人, 中内茂樹
    • Organizer
      第32回日本神経科学大会第32回日本神経科学学会Neuroscience Research Vol.65(Suppl),p.S174
    • Place of Presentation
      名古屋国際会議場
    • Related Report
      2010 Final Research Report
  • [Presentation] EEG Study of insight process ofhidden figures, 7th Annual ECNS /ISNIP Conference (First Joint Meetingof ECNS/ISBET/ISNIP, IstanbulTurkey)

    • Author(s)
      Nakajima, K., Minami, T., Nakauchi, S.
    • Organizer
      20100914-20100918
    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ等

    • URL

      http://www.tut.ac.jp/teach/main.php?mode=detail&article=573`

    • Related Report
      2010 Final Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi