• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Mesoscopic research on brain activity recorded by surface-type macro-micro hybrid electrode

Research Project

Project/Area Number 16H06260
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Neurosurgery
Research InstitutionThe University of Tokyo

Principal Investigator

Kunii Naoto  東京大学, 医学部附属病院, 特任講師 (80713940)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥13,130,000 (Direct Cost: ¥10,100,000、Indirect Cost: ¥3,030,000)
Fiscal Year 2018: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Keywords単一ニューロン活動 / 皮質脳波 / てんかん / 復号化 / brain-machine interface / 頭蓋内電極
Outline of Final Research Achievements

We elucidated pathological and physiological neural activity of the human cerebral cortex in terms of micro- and macroscopic neural behavior using hybrid electrodes combining macro- and micro electrodes which were specially fabricated for this study. First, we found neurons with increased or decreased firing frequency prior to seizure onsets confirmed by conventional macro electrodes. Second, we decoded uttered vowels by combining three different scales of neural activity and achieved 58.6% decoding accuracy. Third, we clarified that the decoding accuracy using single neurons depends on the number of isolated single neurons. Based on this, we introduced the second and third generation hybrid electrodes, which slightly improved the decoding accuracy (up to 63%).

Academic Significance and Societal Importance of the Research Achievements

本研究はヒトにおける単一ニューロン活動を用いた復号化の研究の端緒を成すものであり、極めて限定的な領域の神経活動記録のみで有意水準を超えた復号化が可能であることが示されたこと、異なるスケールの信号を組みわせることで復号化精度が向上することを示した成果は世界的にもユニークなものである。今後の電極開発とオンライン復号化システムの開発につながる重要な成果と考える。将来的には障害をバックアップするブレインマシンインターフェイス開発に直結する研究として社会に大きく還元することが期待される。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (9 results)

All 2018 2017 2016

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (8 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Decoding Speech With Integrated Hybrid Signals Recorded From the Human Ventral Motor Cortex2018

    • Author(s)
      Kenji Ibayashi, Naoto Kunii, Takeshi Matsuo, Yohei Ishishita, Seijiro Shimada, Kensuke Kawai, Nobuhito Saito
    • Journal Title

      Frontiers in Neuroscience

      Volume: 印刷中 Pages: 221-221

    • DOI

      10.3389/fnins.2018.00221

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 頭蓋内電極によるヒトの発声のデコーディングと今後の展望2018

    • Author(s)
      高畠和彦、國井尚人、井林賢志、嶋田勢二郎、矢内啓、高砂恵、斉藤延人
    • Organizer
      第5回脳神経外科BMI研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] マルチスケールな神経活動の同時計測による発声のデコーディング2018

    • Author(s)
      高畠和彦、國井尚人、井林賢志、嶋田勢二郎、矢内啓、高砂恵、斉藤延人
    • Organizer
      第21回ヒト脳機能マッピング学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Decoding human speech articulation by multi-scale signals recorded from human sensory-motor cortex.2017

    • Author(s)
      井林賢志、國井尚人、松尾健、石下洋平、嶋田勢二郎、川合謙介、斉藤延人
    • Organizer
      Society for Neuroscience
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simultaneous Recordings of Spike Firing, Local Field Potential and Electrocroticography in human face motor cortex enhances decoding accuracy of speech articulation.2017

    • Author(s)
      井林賢志、國井尚人、松尾健、石下洋平、嶋田勢二郎、川合謙介、斉藤延人
    • Organizer
      第40回日本神経科学学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単一ニューロン活動・局所電場電位・皮質脳波活動の同時記録によるヒト発声活動のデコーディング2017

    • Author(s)
      井林賢志、國井尚人、松尾健、石下洋平、嶋田勢二郎、川合謙介、斉藤延人
    • Organizer
      第4回脳神経外科BMI懇話会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Decoding articulation by neuronal spike frequency and power spectrum recorded from human face motor cortex.2016

    • Author(s)
      井林賢志
    • Organizer
      Neuroscience 2016
    • Place of Presentation
      SanDiego,CA
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 新型ハイブリッド型電極を用いたヒト顔面運動野の神経活動計測と平仮名調音のデコーディング2016

    • Author(s)
      井林賢志
    • Organizer
      第3回 脳神経外科BMI懇話会
    • Place of Presentation
      旭川
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] Decoding articulation of Japanese alphabet by unit firing pattern and power spectrum obtained from the human face motor cortex2016

    • Author(s)
      井林賢志
    • Organizer
      第39回 日本神経科学大会
    • Place of Presentation
      横浜
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report

URL: 

Published: 2016-04-21   Modified: 2020-03-30  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi