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Decoding time-series information from MEG data during visual attention tasks

Research Project

Project/Area Number 15K16011
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Cognitive science
Research InstitutionToyama Prefectural University

Principal Investigator

Morishige Ken-ichi  富山県立大学, 工学部, 講師 (30433197)

Research Collaborator KAWATO Mitsuo  
SATO Masa-aki  
HIROE Nobuo  
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords視覚的注意 / 眼球運動 / MEG / ノイズ除去 / fMRI
Outline of Final Research Achievements

Although humans can pursue a moving visual target overly and covertly, it is not clear yet whether the eye movements and attention share the common brain mechanisms or not. To answer such question, we measured MEG data during overt/covert pursuit tasks. We reconstructed the target trajectories from the estimated cortical currents using a sparse regression method. Test datasets demonstrated a good performance, and weight values were mainly distributed on precentral cortex, intraparietal cortex, and precuneus. These results indicated that these cortical areas play a common role for realizing overt/covert pursuit tasks to represent the spatial-temporal information of the target trajectories.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (11 results)

All 2017 2016 2015 Other

All Presentation (9 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results) Remarks (2 results)

  • [Presentation] 脳波を用いた2次元平面上の視標運動の再構成2017

    • Author(s)
      石川知己,森重健一
    • Organizer
      2017年電子情報通信学会総合大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 視標運動追跡課題遂行中の皮質電流を用いた時系列信号の再構成2017

    • Author(s)
      森重健一,廣江総雄,佐藤雅昭,川人光男
    • Organizer
      ニューロコンピューティング研究会
    • Place of Presentation
      北九州
    • Year and Date
      2017-01-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] EEG denoising and decoding of smooth pursuit eye movements by using Extra-Dipole Method2016

    • Author(s)
      Ken-ichi Morishige, Masa-aki Sato, Mitsuo Kawato
    • Organizer
      46th Annual Meeting of the Society for Neuroscience (SfN2016)
    • Place of Presentation
      San Diego
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of EEG denoising method based on generalized inverse filter for sensor position errors on different days2016

    • Author(s)
      Ken-ichi Morishige, Takaki Kikuchi, Masa-aki Sato, Mitsuo Kawato
    • Organizer
      第39回日本神経科学大会(Neuroscience2016)
    • Place of Presentation
      横浜
    • Year and Date
      2016-07-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] Evaluation of EEG denoising method based on generalized invers filter for sensor position errors on different days2016

    • Author(s)
      Ken-ichi Morishige, Takaki Kikuchi, Masa-aki Sato, Mitsuo Kawato
    • Organizer
      第39回日本神経科学大会(Neuroscience2016)
    • Place of Presentation
      パシフィコ横浜(横浜市)
    • Year and Date
      2016-07-22
    • Related Report
      2015 Research-status Report
  • [Presentation] Reconstruction of target velocity for overt/covert visual pursuit by using cortical currents estimated from MEG data2015

    • Author(s)
      Ken-ichi Morishige, Nobuo Hiroe, Masa-aki Sato, Mitsuo Kawato
    • Organizer
      45th Annual Meeting of the Society for Neuroscience (SfN2015)
    • Place of Presentation
      Chicago
    • Year and Date
      2015-10-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reconstructing two-dimensional visual target trajectories from EEG cortical currents during smooth pursuit eye movements2015

    • Author(s)
      Tomoki Ishikawa, Masa-aki Sato, Mitsuo Kawato, Ken-ichi Morishige
    • Organizer
      第38回日本神経科学大会(Neuroscience2015)
    • Place of Presentation
      神戸国際会議場(神戸市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Research-status Report
  • [Presentation] Evaluation of artifact removal method using measured EEG data during overt/covert visual pursuit tasks2015

    • Author(s)
      Ken-ichi Morishige, Nobuo Hiroe, Masa-aki Sato, Mitsuo Kawato
    • Organizer
      第38回日本神経科学大会(Neuroscience2015)
    • Place of Presentation
      神戸国際会議場(神戸市)
    • Year and Date
      2015-07-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Simultaneous estimation of cortical and extra-brain source currents from artifact contaminated MEG data2015

    • Author(s)
      Ken-ichi Morishige
    • Organizer
      BIT’s 6th Annual World Congress of NeuroTalk-2015
    • Place of Presentation
      Hangzhou (China)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Remarks] 研究者紹介

    • URL

      http://isd.pu-toyama.ac.jp/~kmorishi/

    • Related Report
      2016 Annual Research Report
  • [Remarks] Ken-ichi Morishige's Web site

    • URL

      http://isd.pu-toyama.ac.jp/~kmorishi/

    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2018-03-22  

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