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Studies of brain signal characteristics on the default mode network for applications of BMI

Research Project

Project/Area Number 25330293
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Soft computing
Research InstitutionFukui University of Technology

Principal Investigator

YAMANISHI TERUYA  福井工業大学, 環境情報学部, 教授 (50298387)

Co-Investigator(Kenkyū-buntansha) 劉 健勤  国立研究開発法人情報通信研究機構, 脳情報通信融合研究センター, 主任研究員 (00395112)
西村 治彦  兵庫県立大学, 応用情報科学研究科, 教授 (40218201)
高橋 哲也  福井大学, 保健管理センター, 特任准教授 (00377459)
Project Period (FY) 2013-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsデフォルトモードネットワーク / Synchronization / Complexity / MEG / EEG / アルツハイマー病 / 脳磁波計測 / 脳波 / 同期指標 / 複雑ネットワーク / 脳情報 / バイオマーカ― / 位相同期 / 脳磁界計測 / 同期現象 / Grangerの因果則
Outline of Final Research Achievements

The purpose of this research is to collect and analyze on data of a default mode network (DMN) measured by a magnetoencephalography (MEG) with higher spatial and temporal resolution on brain activities rather than a functional magnetic resonance imaging (fMRI). In order to identify DMN conditions from MEG data, we carried out measuring 7 healthy participants (5 males; 2 females) by MEG, and 8 healthy other ones (8 males) by simultaneously a electroencephalogram (EEG) and MEG. Now it proceeds with analyzing the data. In addition, we have suggested a new way of estimation on brain signals by using two indexes of synchronization and complexity, and have confirmed the effectiveness of this way by application on a healthy control and Alzheimer's disease groups.

Report

(6 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (13 results)

All 2018 2016 2015 2014 2013 Other

All Journal Article (5 results) (of which Acknowledgement Compliant: 1 results,  Peer Reviewed: 3 results) Presentation (6 results) (of which Int'l Joint Research: 1 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 律動周波数帯域別の位相同期による脳波のネットワーク解析2015

    • Author(s)
      笠川慎矢,山西輝也,高橋哲也,上野幹二,菊知充,西村治彦
    • Journal Title

      信学技報

      Volume: 114, No.515, NC2014-106 Pages: 217-222

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Izhikevichニューロンモデルのカオスルートと信号応答性の評価2015

    • Author(s)
      信川創,西村治彦,山西輝也,劉健勤
    • Journal Title

      信学技報

      Volume: 114, No.484, NLP2014-156 Pages: 73-78

    • Related Report
      2014 Research-status Report
  • [Journal Article] Analysis of Routes to Chaos in Izhikevich Neuron Model with Resetting Process2014

    • Author(s)
      S. Nobukawa, H. Nishimura, T. Yamanishi, and J.-Q. Liu
    • Journal Title

      Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems & 15th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2014)

      Volume: 1 Pages: 813-818

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Chaotic Resonance in Izhikevich Neuron Model2014

    • Author(s)
      S.Nobukawa, H.Nishimura, T.Yamanishi, J.-Q. Liu
    • Journal Title

      LNCS Transactions on Computational Science, Springer

      Volume: 未定

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Chaotic Dynamical States in Izhikevich Neuron Model2014

    • Author(s)
      S.Nobukawa, H.Nishimura, T.Yamanishi, J.-Q. Liu
    • Journal Title

      Monograph of Soft Computing and Advanced Intelligent Systems, Morgan Kaufmann

      Volume: 未定

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 同期性と複雑性を指標とした脳波解析2018

    • Author(s)
      山本航平,上野幹二,山西輝也,髙橋哲也
    • Organizer
      平成29年度北陸地区学生による研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Approaches of Phase Lag Index to EEG Signals in Alzheimer's Disease from Complex Network Analysis2015

    • Author(s)
      S.Kasakawa
    • Organizer
      3rd International Conference on Innovation in Medicine and Healthcare 2015
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2015-09-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Phase Lag Indexによる周波数帯別の脳波解析2015

    • Author(s)
      笠川慎矢,山西輝也,高橋哲也,上野幹二,西村治彦
    • Organizer
      情報処理学会 第77回全国大会
    • Place of Presentation
      京都
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] ロングテールなシナプス荷重分布のスパイキングニューラルシステムにおける信号伝達特性2014

    • Author(s)
      信川創,丸尾俊貴,西村治彦
    • Organizer
      システム制御情報学会 第58回研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Research-status Report
  • [Presentation] Izhikevichニューロンモデルにおけるカオス挙動の評価法2013

    • Author(s)
      信川創,西村治彦,山西輝也,劉健勤
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸
    • Related Report
      2013 Research-status Report
  • [Presentation] Characteristic of Signal Response in Coupled Inferior Olive Neurons with Velarde-Llinas Model2013

    • Author(s)
      S.Nobukawa, H.Nishimura
    • Organizer
      SICE Annual Conference (SICE2013)
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Research-status Report
  • [Remarks] 脳情報の仕組みの解明と機械知能

    • URL

      http://www.fukui-ut.ac.jp/laboratories/management/entry-929.html

    • Related Report
      2015 Research-status Report
  • [Patent(Industrial Property Rights)] 脳疾患診断装置、信号解析方法及び脳解析プログラム2016

    • Inventor(s)
      山西輝也、信川創、髙橋哲也
    • Industrial Property Rights Holder
      山西輝也、信川創、髙橋哲也
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2016-152769
    • Filing Date
      2016-08-03
    • Related Report
      2016 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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