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ANALYSIS OF AUDITORY BRAIN ACTIVITIES BY EEG MEASUREMENT AND MATHEMATICAL MODELING

Research Project

Project/Area Number 21560429
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionThe University of Tokushima

Principal Investigator

HIROFUMI Nagashino  徳島大学, 大学院・ヘルスバイオサイエンス研究部, 教授 (40035655)

Co-Investigator(Kenkyū-buntansha) AKUTAGAWA Masatake  徳島大学, 大学院・ソシオテクノサイエンス研究部, 講師 (90294727)
Research Collaborator ALI A. danedsh  フロリダアトランティック大学, 教育学部, 准教授
ABHIJIT S. pandya  フロリダアトランティック大学, 工学コンピュータ科学部, 教授
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsシステム工学 / 脳波 / 数理モデル / 聴覚 / 耳鳴り / ニューラルネットワーク / 可塑性
Research Abstract

We have developed a system for analysis of brain activities through measurement of electroencephalogram(EEG) employing artificial neural networks and independent component analysis, and mathematical models for the neural networks with plasticity. We have applied it to recall of periodic stimuli in the auditory system and tinnitus management process by sound therapy. This approach will be able to be applied to the support of diagnostics and treatment of diseases including abnormal EEG or change of brain activities.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (45 results)

All 2012 2011 2010 2009 Other

All Journal Article (18 results) (of which Peer Reviewed: 17 results) Presentation (26 results) Remarks (1 results)

  • [Journal Article] A plastic neuronal network model with STDP for tinnitus management by sound therapy2012

    • Author(s)
      Hirofumi Nagashino, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Journal Title

      International Journal of Mathematical Models and Methods in Applied Sciences

      Volume: Vol.6, Issue1 Pages: 90-97

    • URL

      http://www.naun.org/journals/m3as/

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A plastic neuronal network model with STDP for tinnitus management by sound therapy2012

    • Author(s)
      Hirofumi Nagashino, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Journal Title

      Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics

      Volume: Vol.1 Pages: 428-431

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Recall of auditory stimulus2012

    • Author(s)
      Makoto Shigeta, Takahiro Emoto, Masatake Akutagawa, Yoshio Kaji, Fumio Shichijo, Kazuhiko Furukawa, Nobunori Konaka, Hirofumi Nagashino and Yohsuke Kinouchi
    • Journal Title

      Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics

      Volume: Vol.1 Pages: 428-431

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Difference of perceptual response between auditory stimuli and recalling them2012

    • Author(s)
      Makoto Shigeta
    • Journal Title

      Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, Hong Kong and Shenzhen, China, January 2-7, 2012

      Volume: 1 Pages: 420-423

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neuronal network model with STDP for tinnitus and its management by sound therapy2012

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, Hong Kong and Shenzhen, China, January 2-7, 2012

      Volume: 1 Pages: 428-431

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A plastic neuronal network model with STDP for tinnitus management by sound therapy2012

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      International Journal of Mathematical Models and Methods in Applied Sciences

      Volume: 6 Pages: 90-97

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neuronal network model with STDP for tinnitus management by sound therapy2011

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      Recent Advances in Applied & Biomedical Informatics and Computational Engineering in Systems Applications, Proceedings of The Fourth WSEAS International Conference on Biomedical Electronics and Biomedical Informatics, Florence, Italy, August 23-25, 2011

      Volume: 1 Pages: 143-147

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neural oscillator model for tinnitus and its management by sound therapy2010

    • Author(s)
      Hirofumi Nagashino, Ken' ichi Fujimoto, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Journal Title

      International Journal of Modern Engineering

      Volume: Vol.11 Pages: 58-66

    • URL

      http://www.ijme.us/

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of time series of biomedical data by artificial neural networks2010

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      Medical Data

      Volume: Vol.2 Pages: 111-116

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ニューラルネットワークを用いた脳機能変化の推定2010

    • Author(s)
      藤原信
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: Vol.110 Pages: 13-16

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Inhibition of oscillation in a neuronal network model for tinnitus management by sound therapy2010

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      New Aspects of Applied Informatics, Biomedical Electronics & Informatics and Communications, Proceedings of The 10th WSEAS International Conference on Applied Informatics and Communications And The Third WSEAS International Conference on Biomed-ical Electronics and Biomedical Informatics, Taipei, Taiwan, August 20-22, 2010

      Volume: Vol.1 Pages: 126-129

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neuronal network model for tinnitus and its management by sound therapy2010

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      International Journal of Biology and Biomedical Engineering

      Volume: Vol.3 Pages: 43-50

    • NAID

      110007358870

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] EEG evaluation method using nonlinear modeling2009

    • Author(s)
      Masatake Akutagawa, Toshihiro Murata, Takahiro Emoto, Yoshio Kaji, Fumio Shichijo, Hirofumi Nagashino and Yohsuke Kinouchi
    • Journal Title

      O. Dossel and W. C. Schlegel(Eds.): IFMBE Proceedings

      Volume: Vol.25/ IV Pages: 2197-2200

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Inhibition of oscillation in a neuronal network model for tinnitus management by sound therapy2009

    • Author(s)
      Hirofumi Nagashino, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Journal Title

      International Journal of Biology and Biomedical Engineering

      Volume: Vol.3, Issue4 Pages: 43-50

    • URL

      http://www.naun.org/journals/bio/

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparison of neuronal network models for tinnitus management by sound therapy2009

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      Proceedings of the 31st Annual International Conference of the IEEE EMBS, Minneapolis, USA, September 2-6, 2009 Vol.1

      Pages: 1545-1548

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neuronal network model with plasticity for tinnitus management by sound therapy2009

    • Author(s)
      Hirofumi Nagashino
    • Journal Title

      IFMBE Proceedings Vol.25/IX

      Pages: 76-79

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] EEG evaluation method using nonlinear modeling2009

    • Author(s)
      Masatake Akutagawa
    • Journal Title

      IFMBE Proceedings Vol.25/IV

      Pages: 2197-2200

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inhibition of oscillation in a neural oscillator model for sound therapy of tinnitus

    • Author(s)
      Hirofumi Nagashino, Ken' ichi Fujimoto, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Journal Title

      International Journal of Modeling and Simulation

      Volume: (in press)

    • URL

      http://www.actapress.com/Content_of_Journal.aspx?JournalID=146

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Presentation] 耳鳴り音響療法のSTDPを用いた数理モデル2011

    • Author(s)
      大津秀光
    • Organizer
      2011年度計測自動制御学会四国支部講演会
    • Place of Presentation
      徳島大学(徳島県)
    • Year and Date
      2011-11-11
    • Related Report
      2011 Annual Research Report
  • [Presentation] 刺激注意時の聴覚誘発電位の発生機構に関する基礎的検討2011

    • Author(s)
      吉田幸利, 芥川正武, 榎本崇宏, 加治芳雄, 七條文雄, 古川和彦, 長篠博文, 小中信典, 木内陽介
    • Organizer
      第34回日本生体医工学会中国四国支部大会
    • Place of Presentation
      徳島大学(徳島市)
    • Year and Date
      2011-10-22
    • Related Report
      2011 Final Research Report
  • [Presentation] 刺激注意時の聴覚誘発電位の発生機構に関する基礎的検討2011

    • Author(s)
      吉田幸利
    • Organizer
      第34回日本生体医工学会中国四国支部大会
    • Place of Presentation
      徳島大学(徳島県)
    • Year and Date
      2011-10-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] 耳鳴り音響療法治療過程のSTDPを用いた神経細胞回路モデル2011

    • Author(s)
      長篠博文
    • Organizer
      平成23年度電気関係学会四国支部連合大会
    • Place of Presentation
      阿南高専(徳島県)
    • Year and Date
      2011-09-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] ウェーブレット変換を用いたノイズ除去による事象関連電位の加算回数削減に関する研究2011

    • Author(s)
      吉田幸利
    • Organizer
      平成23年度電気関係学会四国支部連合大会
    • Place of Presentation
      阿南高専(徳島県)
    • Year and Date
      2011-09-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 複雑な両手協調運動時の一次運動野と補足運動野間における同期活動についての研究2011

    • Author(s)
      中平雄哉
    • Organizer
      平成23年度電気関係学会四国支部連合大会
    • Place of Presentation
      阿南高専(徳島県)
    • Year and Date
      2011-09-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 聴覚刺激時と刺激想起時の知覚反応の違いについて2011

    • Author(s)
      重田誠
    • Organizer
      平成23年度電気関係学会四国支部連合大会
    • Place of Presentation
      阿南高専(徳島県)
    • Year and Date
      2011-09-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 1ダイポールモデルによるアルファ活動近似の検討2011

    • Author(s)
      鴻野浩一郎
    • Organizer
      平成23年度電気関係学会四国支部連合大会
    • Place of Presentation
      阿南高専(徳島県)
    • Year and Date
      2011-09-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 聴覚刺激時と刺激想起時の脳内活性化の違いについて2011

    • Author(s)
      重田誠, 榎本崇宏, 芥川正武, 長篠博文, 木内陽介, 加治芳雄, 古川和彦, 七條文雄
    • Organizer
      平成23年電気学会電子・情報・システム部門大会
    • Place of Presentation
      富山大学(富山市)
    • Year and Date
      2011-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] 聴覚刺激時と刺激想起時の脳内活性化の違いについて2011

    • Author(s)
      重田誠
    • Organizer
      平成23年電気学会電子・情報・システム部門大会
    • Place of Presentation
      富山大学(富山県)
    • Year and Date
      2011-09-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] A computational model with plasticity for tinnitus and its management by external stimuli2011

    • Author(s)
      Hirofumi Nagashino, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Organizer
      X International Tinnitus Seminar
    • Place of Presentation
      Florianopolis, Brazil
    • Related Report
      2011 Final Research Report
  • [Presentation] ニューラルネットワークを用いた自発α活動の推定2010

    • Author(s)
      鴻野浩一郎, 芥川正武, 榎本崇宏, 長篠博文, 小中信典, 加治芳雄, 七條文雄, 古川和彦, 木内陽介
    • Organizer
      平成22年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(松山市)
    • Year and Date
      2010-09-25
    • Related Report
      2011 Final Research Report
  • [Presentation] 耳鳴り音響療法治療過程のための神経細胞回路モデルの改良2010

    • Author(s)
      長篠博文
    • Organizer
      平成22年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(愛媛県)
    • Year and Date
      2010-09-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] ニューラルネットワークによるEEG解析2010

    • Author(s)
      藤原信
    • Organizer
      平成22年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(愛媛県)
    • Year and Date
      2010-09-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた自発α活動の推定2010

    • Author(s)
      鴻野浩一郎
    • Organizer
      平成22年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(愛媛県)
    • Year and Date
      2010-09-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] 独立成分分析に基づく効果的な視覚誘発電位抽出に関する検討2010

    • Author(s)
      重田誠
    • Organizer
      平成22年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(愛媛県)
    • Year and Date
      2010-09-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] BPNNとLevenberg-Marquardt法を用いた脳内2信号源推定法の検証2009

    • Author(s)
      向井健太, 芥川正武, 加治芳雄, 七條文雄, 長篠博文, 木内陽介, 古川和彦
    • Organizer
      第32回日本生体医工学会中国四国支部大会
    • Place of Presentation
      広島国際大学(広島市)
    • Year and Date
      2009-11-28
    • Related Report
      2011 Final Research Report
  • [Presentation] BPNNとLevenberg-Marquardt法を用いた脳内2信号源推定法の検証2009

    • Author(s)
      向井健太
    • Organizer
      第32回日本生体医工学会中国四国支部大会
    • Place of Presentation
      広島市
    • Year and Date
      2009-11-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた脳機能の変化の推定2009

    • Author(s)
      藤原信, 向井健太, 芥川正武, 木内陽介, 長篠博文, 榎本崇宏
    • Organizer
      平成21年度電気関係学会四国支部連合大会
    • Place of Presentation
      愛媛大学(松山市)
    • Year and Date
      2009-09-26
    • Related Report
      2011 Final Research Report
  • [Presentation] 耳鳴り音響療法のための神経細胞回路モデルの比較2009

    • Author(s)
      長篠博文
    • Organizer
      平成21年度電気関係学会四国支部連合大会
    • Place of Presentation
      松山市
    • Year and Date
      2009-09-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] BPNNとLevenberg-Marquardt法を用いた脳内2信号源推定について2009

    • Author(s)
      向井健太
    • Organizer
      平成21年度電気関係学会四国支部連合大会
    • Place of Presentation
      松山市
    • Year and Date
      2009-09-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた脳機能の変化の推定2009

    • Author(s)
      藤原信
    • Organizer
      平成21年度電気関係学会四国支部連合大会
    • Place of Presentation
      松山市
    • Year and Date
      2009-09-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Influence by simultaneous stimulation of sound and electricity for recalling experiment2009

    • Author(s)
      Yoshio Kaji, Kenta Mukai, Masatake Akutagawa, Fumio Shichijo, Yohsuke Kinouchi and Hirofumi Nagashino
    • Organizer
      2009 World Congress on Medical Physics and Biomedical Engineering
    • Place of Presentation
      International Congress Center Munich(Munich, Germany)
    • Year and Date
      2009-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] Inhibition of oscillation in a computational model for tinnitus and its management by sound therapy2009

    • Author(s)
      Hirofumi Nagashino, Yohsuke Kinouchi, Ali A. Danesh and Abhijit S. Pandya
    • Organizer
      Third Tinnitus Research Initiative Meeting
    • Place of Presentation
      Regina Palace Hotel(Stresa, Italy)
    • Year and Date
      2009-06-25
    • Related Report
      2011 Final Research Report
  • [Presentation] Inhibition of oscillation in a computational model for tinnitus and its management by sound therapy2009

    • Author(s)
      Hirofumi Nagashino
    • Organizer
      Third Tinnitus Research Initiative Meeting
    • Place of Presentation
      Stresa, Italy
    • Related Report
      2009 Annual Research Report
  • [Presentation] Influence by simultaneous stimulation of sound and electricity for recalling experiment2009

    • Author(s)
      Yoshio Kaji
    • Organizer
      2009 World Congress on Medical Physics and Biomedical Engineering
    • Place of Presentation
      Munich, Germany
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://cms.db.tokushima-u.ac.jp/DAV/person/S10727/Papers/

    • Related Report
      2011 Final Research Report

URL: 

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

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