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Development of a method of analyzing neural sources from a small number of magnetoencephalographic trial data and its application to real data

Research Project

Project/Area Number 24500401
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Neuroscience in general
Research InstitutionNational Institute of Information and Communications Technology

Principal Investigator

FUJIMAKI Norio  独立行政法人情報通信研究機構, 脳情報通信融合研究センター脳機能計測研究室, マネージャー (80359083)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords脳磁界 / 少数試行 / 脳活動源推定 / 言語処理 / 意味処理 / 脳実形状 / シミュレーション / 脳活動源位置 / 言語意味処理
Outline of Final Research Achievements

We developed an analysis method to estimate neural sources from magnetoencephalographic (MEG) data that measure activities of human brain. The method is to be applied to the data, in which the strengths of neural sources vary as the parameters of presented stimuli, such as semantic distance, but the locations do not.
The method estimates the locations from many-trial-average data and the strengths from each of few-trial-average data, to show the dependence of strength on the stimulus parameters.
We evaluated the accuracy of estimating the source strengths by a realistic simulation, and suceeded in detecting the significant dependence by applying the method to an actual linguistic MEG data.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (6 results)

All 2014 2012 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (4 results) Remarks (1 results)

  • [Journal Article] Accuracy of estimating strengths of dipole moments from a small number of magnetoencephalographic trial data2014

    • Author(s)
      Norio Fujimaki, Yasushi Terazono, Aya S. Ihara, Tomoe Hayakawa, Ayumu Matani, and Hiroaki Umehara
    • Journal Title

      Brain Topography (2014年3月24日採録決定、4月13日on-line公開開始、印刷版の年、巻、項は連絡まち)

      Volume: 未定 Issue: 5 Pages: 635-647

    • DOI

      10.1007/s10548-014-0363-9

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] MEGデータから推定した複数活動源の空間的精度2014

    • Author(s)
      藤巻則夫
    • Organizer
      電子情報通信学会 ヒューマンコミュニケーショングループ 情報の認知と行動研究会主催「情報の認知と行動研究会ワークショップ2014」
    • Place of Presentation
      サントピア岡山総社(岡山)
    • Year and Date
      2014-10-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Accuracy of a source estimation based on modified L1-norm minimization2014

    • Author(s)
      Norio Fujimaki, Yasushi Terazono, Aya S. Ihara, Tomoe Hayakawa, and Ayumu Matani
    • Organizer
      19th International Conference on Biomagnetism
    • Place of Presentation
      Halifax (Nova Scotia, Canada)
    • Year and Date
      2014-08-24 – 2014-08-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] MEG少数試行データからの言語脳活動源強度の推定精度2012

    • Author(s)
      藤巻則夫、寺園泰、井原綾、魏強、眞溪歩、早川友恵、梅原広明
    • Organizer
      第27回日本生体磁気学会大会
    • Place of Presentation
      東京電機大学千住キャンパス(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] Accuracy of neural-source strengths estimated from a small number of MEG trial data2012

    • Author(s)
      F. Fujimaki, Y. Terazono, A. Ihara, Q. Wei, A. Matani, T. Hayakawa, and H. Umehara
    • Organizer
      Biomag2012
    • Place of Presentation
      メゾン・ド・ラ・シミエ(フランス)
    • Related Report
      2012 Research-status Report
  • [Remarks] 情報通信研究機構 脳情報通信融合研究センター ホームページ

    • URL

      http://cinet.jp

    • Related Report
      2013 Research-status Report

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

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