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Study of tactile information representation in the visual cortex using neural decoding techniques

Research Project

Project/Area Number 26330172
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Cognitive science
Research InstitutionThe University of Electro-Communications

Principal Investigator

Miyawaki Yoichi  電気通信大学, 大学院情報理工学研究科, 教授 (80373372)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords脳・神経 / 認知科学 / 脳機能計測 / 機械学習 / クロスモーダル
Outline of Final Research Achievements

Previous studies suggest that the primary visual cortex can be activated by touching tactile stimuli while participants are closing their eyes. In this study, we investigated whether the activation in the primary visual cortex induced by tactile stimulation represents tactile stimulus information using neural decoding techniques. Results showed that the primary visual cortex was activated by tactile stimulation even for normal sighted participants but tactile stimulus prediction from the activity in the primary visual cortex was not statistically significant for all participants. These results suggest that the activity in the primary visual cortical evoked by tactile stimulation might not contain tactile stimulus information, at least with regard to types of tactile stimuli used in our experiments.

Report

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

    (13 results)

All 2018 2017 2016 2015 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 2 results) Presentation (9 results) (of which Invited: 4 results) Remarks (1 results)

  • [Journal Article] Analysis of Human Brain Activity using Sparse Modeling2017

    • Author(s)
      宮脇 陽一
    • Journal Title

      SYSTEMS, CONTROL AND INFORMATION

      Volume: 61 Issue: 4 Pages: 138-145

    • DOI

      10.11509/isciesci.61.4_138

    • NAID

      130006784475

    • ISSN
      0916-1600, 2424-1806
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multivariate analysis of magnetic resonance imaging signals of the human brain2016

    • Author(s)
      Yoichi Miyawaki
    • Journal Title

      Current Topics in Medicinal Chemistry

      Volume: 16 Issue: 24 Pages: 2685-2693

    • DOI

      10.2174/1568026616666160413135303

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 機能的磁気共鳴画像法を用いた神経コードの解読2015

    • Author(s)
      宮脇陽一
    • Journal Title

      システム/制御/情報

      Volume: 59 Pages: 353-359

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 非侵襲脳活動計測を用いた神経情報表現の研究2018

    • Author(s)
      宮脇陽一
    • Organizer
      日本学術振興会先端ナノデバイス・材料テクノロジー第151委員会平成30年度第1回研究会「生体情報計測:ウェアラブル・脳計測技術の最近の展開」
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 機械学習を用いた脳機能画像解析と細胞形態解析への応用2018

    • Author(s)
      宮脇陽一
    • Organizer
      Neurovascular Unit研究会2018
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Investigation of the change of body representation due to a sixth finger2018

    • Author(s)
      Yuta Suzuki, Gowrishankar Ganesh, Yoichi Miyawaki
    • Organizer
      「脳と心のメカニズム」冬のワークショップ 2018
    • Related Report
      2017 Annual Research Report
  • [Presentation] 触覚刺激時における第一次視覚野の活動と情報表現の解析2017

    • Author(s)
      野崎恵,中谷駿,衛藤祥太,高橋陽香,青木直哉,角谷基文,北田亮,定藤規弘,神谷之康,宮脇陽一
    • Organizer
      日本視覚学会2017年冬季大会
    • Place of Presentation
      NHK放送技術研究所(東京都・世田谷区)
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
  • [Presentation] 神経情報の復号化を用いたヒト脳内における視知覚表象の解明2017

    • Author(s)
      宮脇陽一
    • Organizer
      第5回MEET Young Cardiologists
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 機械学習を用いた脳活動解析とヒトの感覚知覚メカニズムの解明2017

    • Author(s)
      宮脇陽一
    • Organizer
      電気通信大学技術士会総会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 触覚刺激時における第一次視覚野の活動と情報表現の解析2016

    • Author(s)
      野崎恵,中谷駿,衛藤祥太,高橋陽香,青木直哉,角谷基文,北田亮,定藤規弘,神谷之康,宮脇陽一
    • Organizer
      第8回多感覚研究会
    • Place of Presentation
      早稲田大学(東京都・新宿区)
    • Year and Date
      2016-11-19
    • Related Report
      2016 Research-status Report
  • [Presentation] 触覚刺激時におけるヒト視覚野の活動と触覚情報表現2015

    • Author(s)
      中谷駿, 高橋陽香, 青木直哉, 北田亮, 定藤規弘, 神谷之康, 宮脇陽一
    • Organizer
      第7回多感覚研究会
    • Place of Presentation
      東京女子大学
    • Year and Date
      2015-11-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 触覚刺激時におけるヒト視覚野の活動と触覚情報表現2015

    • Author(s)
      中谷駿, 高橋陽香, 青木直哉, 北田亮, 定藤規弘, 神谷之康, 宮脇陽一
    • Organizer
      第25回日本神経回路学会全国大会
    • Place of Presentation
      電気通信大学
    • Year and Date
      2015-09-02
    • Related Report
      2015 Research-status Report
  • [Remarks] MIYAWAKI LAB.

    • URL

      http://www.cns.mi.uec.ac.jp/

    • Related Report
      2017 Annual Research Report 2016 Research-status Report 2015 Research-status Report 2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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