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Comparison of MEG/EEG inter-regional connectivity metrics

Research Project

Project/Area Number 15K13163
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Experimental psychology
Research InstitutionNational Institute for Physiological Sciences

Principal Investigator

Kida Tetsuo  生理学研究所, システム脳科学研究領域, 特任准教授 (80419861)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords脳領域間結合 / 脳磁図 / 注意
Outline of Final Research Achievements

Magnetoencephalography (MEG) is an invaluable neuroscientific tool for unveiling human neural dynamics in three dimensions including time, frequency and space. Recently, brain connectivity has got much attention in MEG community, and a large number of connectivity estimation methods are available to researchers. These methods assess spectral coherence, phase delay consistency and the amplitude coupling. Some of these methods examine directionality or causal relation. However, there are several issues regarding spatial leakage such as field spread and source leakage, which can overestimate connectivity values. In the present study we compared several connectivity metrics computed from MEG data to provide guidance to the researchers who are interested in the MEG connectivity. The result indicates that a power correlation metric, which is insensitive to spatial leakage, shows the best reproducibility. The present study provides important criteria for inter-regional connectivity metrics.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (27 results)

All 2018 2017 2016 2015

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results,  Acknowledgement Compliant: 2 results) Presentation (19 results) (of which Int'l Joint Research: 7 results,  Invited: 1 results) Book (2 results)

  • [Journal Article] Neuroscientific evidence for multisensory convergence and interaction2017

    • Author(s)
      Tanaka Emi、Kida Tetsuo、Kakigi Ryusuke、Hoshiyama Minoru
    • Journal Title

      The Journal of Physical Fitness and Sports Medicine

      Volume: 6 Issue: 5 Pages: 301-310

    • DOI

      10.7600/jpfsm.6.301

    • NAID

      130006107494

    • ISSN
      2186-8123, 2186-8131
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Facilitation of information processing in the primary somatosensory area in the ball rotation task2017

    • Author(s)
      Wasaka Toshiaki、Kida Tetsuo、Kakigi Ryusuke
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 15507-15507

    • DOI

      10.1038/s41598-017-15775-x

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Attention as a determinant of task performance: From basics to applications2017

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Journal Title

      The Journal of Physical Fitness and Sports Medicine

      Volume: 6 Issue: 2 Pages: 59-64

    • DOI

      10.7600/jpfsm.6.59

    • NAID

      130005464527

    • ISSN
      2186-8123, 2186-8131
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 触覚性注意の指選択性2016

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Journal Title

      日本生体磁気学会誌

      Volume: 29 Pages: 88-89

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-dimensional dynamics of human electromagnetic brain activity2016

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 9 Pages: 713-713

    • DOI

      10.3389/fnhum.2015.00713

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Neural mechanisms of attention involved in perception and action: From neuronal activity to network2015

    • Author(s)
      Kida T and Kakigi R
    • Journal Title

      The Journal of Physical Fitness and Sports Medicine

      Volume: 4 Issue: 2 Pages: 161-169

    • DOI

      10.7600/jpfsm.4.161

    • NAID

      130005073625

    • ISSN
      2186-8123, 2186-8131
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Network dynamics of the human brain underlying attention2018

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      The 21th International Conference on Biomagnetism (Biomag2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Selectivity of tactile attention: an MEG study2018

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      31th International Congress of Clinical Neurophysiology (ICCN2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Selectivity of tactile attention: an MEG study2017

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      6th Asian-Oceanian Congress of Clinical Neurophysiology (AOCCN2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Selectivity of somatic-motor interaction: an MEG study2017

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      Biomagnetic Sendai 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 体性感覚系と運動系の相互干渉作用における選択性:脳磁図による検証2017

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第47回日本臨床神経生理学会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 手掌ボール回し課題時における体性感覚誘発磁場の変動2017

    • Author(s)
      和坂俊昭、木田哲夫、柿木隆介
    • Organizer
      第47回日本臨床神経生理学会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 触覚性注意の分布様式:脳磁図による研究2017

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      名古屋大学ー生理学研究所合同シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Selectivity of tactile attention: an MEG study2017

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      7th CIN-NIPS joint symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 触覚性注意における指選択性:脳磁図による検証2016

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第63回中部日本生理学会
    • Place of Presentation
      愛知、岡崎、岡崎カンファレンスセンター
    • Year and Date
      2016-11-04
    • Related Report
      2016 Research-status Report
  • [Presentation] 触覚性注意効果の分布様式:脳磁図による検証2016

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第46回日本臨床神経生理学会学術大会
    • Place of Presentation
      福島、郡山、ホテルハマツ
    • Year and Date
      2016-10-27
    • Related Report
      2016 Research-status Report
  • [Presentation] MEG analysis of attentional modulation and control2016

    • Author(s)
      Kida T
    • Organizer
      6th CIN-NIPS joint symposium
    • Place of Presentation
      German, Tuebingen, University of Tuebingen
    • Year and Date
      2016-10-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Selectivity of tactile attention: an MEG study2016

    • Author(s)
      Kida T, Tanaka E, Kakigi R
    • Organizer
      The 20th international conference on biomagnetism (Biomag2016)
    • Place of Presentation
      South Korea, Seoul, Coex
    • Year and Date
      2016-10-01
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 手指動作における感覚運動調節機構の空間的勾配2016

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第71回日本体力医学大会
    • Place of Presentation
      岩手、盛岡、岩手県民情報交流センター
    • Year and Date
      2016-09-23
    • Related Report
      2016 Research-status Report
  • [Presentation] 触覚性注意の指選択性2016

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第31回日本生体磁気学会大会
    • Place of Presentation
      石川、金沢、金沢市文化ホール
    • Year and Date
      2016-06-09
    • Related Report
      2016 Research-status Report
  • [Presentation] 注意のメカニズムを脳波と脳磁図で探る:振幅からネットワークへ2015

    • Author(s)
      木田哲夫
    • Organizer
      第45回日本臨床神経生理学会学術大会奨励賞受賞講演
    • Place of Presentation
      大阪、大阪、大阪国際会議場
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 意課題遂行に伴う脳内ネットワーク機能的特性の時空周波数動態2015

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第45回日本臨床神経生理学会
    • Place of Presentation
      大阪、大阪、大阪国際会議場
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
  • [Presentation] 注意制御を司る脳の機能的ネットワーク特性のダイナミクス2015

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第70回日本体力医学会大会
    • Place of Presentation
      和歌山、和歌山、和歌山県民文化会館
    • Year and Date
      2015-09-18
    • Related Report
      2015 Research-status Report
  • [Presentation] 意制御を司る脳ネットワーク特性のダイナミクス2015

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第2回感性脳工学研究会
    • Place of Presentation
      静岡、浜松、静岡大学浜松キャンパス光創起イノベーション研究拠点
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] 注意制御に関わる脳内ネットワーク機能的特性のダイナミクス2015

    • Author(s)
      木田哲夫、田中絵実、柿木隆介
    • Organizer
      第30回日本生体磁気学会
    • Place of Presentation
      北海道、旭川、旭川市大雪クリスタルホール
    • Year and Date
      2015-06-04
    • Related Report
      2015 Research-status Report
  • [Book] 生理心理学と精神生理学 第2巻第2部「認知」(分担執筆)2017

    • Author(s)
      木田哲夫
    • Total Pages
      6
    • Publisher
      北大路書房
    • Related Report
      2017 Annual Research Report
  • [Book] 運動生理学大辞典(分担執筆)2017

    • Author(s)
      木田哲夫
    • Total Pages
      36
    • Publisher
      西村書店
    • Related Report
      2017 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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