Onojima Takayuki 小野島隆之

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takayuki onojima 小野島隆之

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Researcher Number	00824757
Other IDs
Affiliation (Current)	2026: 滋賀大学, データサイエンス学系, 講師
Affiliation (based on the past Project Information) *help	2022 – 2024: 滋賀大学, データサイエンス学系, 助教 2018 – 2021: 国立研究開発法人理化学研究所, 脳神経科学研究センター, 基礎科学特別研究員
Review Section/Research Field	Principal Investigator Basic Section 51010:Basic brain sciences-related / Basic Section 61040:Soft computing-related / 0403:Biomedical engineering and related fields
Keywords	Principal Investigator カルマンフィルタ / 脳波 / 深層学習 / 頭皮脳波 / 位相応答曲線 / 非線形振動子 / 適応的実験計画 / リミットサイクル振動子 / ニューラルネットワーク / ニューラルマスモデル / 位相応答関数 / 自己回帰モデル / 経頭蓋磁気刺激法

Research Projects
(3 results)
Research Products
(11 results)

Extraction of neural oscillators from human brain activity and elucidation of their functional rolesPrincipal Investigator
- Principal Investigator
  
  小野島隆之
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 51010:Basic brain sciences-related
- Research Institution
  Shiga University
Study on the dynamical properties of EEGPrincipal Investigator
- Principal Investigator
  
  Onojima Takayuki
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Shiga University
  Institute of Physical and Chemical Research
Revealing the role of neural oscillations by transcranial magnetic stimulationPrincipal Investigator
- Principal Investigator
  
  takayuki onojima
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0403:Biomedical engineering and related fields
- Research Institution
  Institute of Physical and Chemical Research

All 2024 2023 2021 2020 2019

All Journal Article Presentation

[Journal Article] Deep Neural Network for Direct Prediction of Analytic Signals from Neural Oscillations2024
- Author(s)
  Onojima Takayuki、Imai Takashi
- Journal Title
  
  bioRxiv
  
  Volume: - Pages: 1-6
- DOI
  10.1101/2024.05.13.593119
- Open Access
- Data Source
  KAKENHI-PROJECT-20K19887, KAKENHI-PROJECT-24K18601
[Journal Article] 深層学習を用いた脳波の解析信号の予測2024
- Author(s)
  小野島隆之, 今井貴史
- Journal Title
  
  情報処理学会研究報告
  
  Volume: 2024-HCI-207(No.44) Pages: 1-6
- Data Source
  KAKENHI-PROJECT-20K19887
[Journal Article] グラフ深層学習による脳波状態の推定2023
- Author(s)
  小野島隆之, 今井貴史
- Journal Title
  
  情報処理学会研究報告
  
  Volume: 2023-HCI-202(46) Pages: 1-7
- Data Source
  KAKENHI-PROJECT-20K19887
[Journal Article] A state-informed stimulation approach with real-time estimation of the instantaneous phase of neural oscillations by a Kalman filter2021
- Author(s)
  Onojima Takayuki、Kitajo Keiichi
- Journal Title
  
  Journal of Neural Engineering
  
  Volume: 18 Issue: 6 Pages: 066001-066001
- DOI
  10.1088/1741-2552/ac2f7b
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19887
[Journal Article] A closed-loop stimulation approach with real-time estimation of the instantaneous phase of neural oscillations by a Kalman filter2021
- Author(s)
  Onojima Takayuki、Kitajo Keiichi
- Journal Title
  
  bioRxiv
  
  Volume: -
- DOI
  10.1101/2021.04.25.441309
- Open Access
- Data Source
  KAKENHI-PROJECT-20K19887
[Presentation] 深層学習を用いた脳波の解析信号の予測2024
- Author(s)
  小野島隆之 , 今井貴史
- Organizer
  情報処理学会ヒューマンコンピュータインタラクション研究会
- Data Source
  KAKENHI-PROJECT-20K19887
[Presentation] グラフ深層学習による脳波状態の推定2023
- Author(s)
  小野島隆之, 今井貴史
- Organizer
  情報処理学会ヒューマンコンピュータインタラクション研究会
- Data Source
  KAKENHI-PROJECT-20K19887
[Presentation] 視覚刺激を用いた閉ループ手法のためのカルマンフィルタを用いた脳波位相依存刺激2021
- Author(s)
  小野島隆之，北城圭一
- Organizer
  第４４回日本神経科学大会 CJK第１回国際会議 2021年7月30日
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19887
[Presentation] カルマンフィルタによる脳波瞬時位相の予測2020
- Author(s)
  小野島隆之，北城圭一
- Organizer
  生理学研究所研究会　第2回　力学系の視点からの脳・神経回路の理解
- Data Source
  KAKENHI-PROJECT-20K19887
[Presentation] A model-based approach to estimating phase response curves of TMS modulated EEG oscillations2019
- Author(s)
  Takayuki Onojima, Yuka Okazaki, Keiichi Kitajo
- Organizer
  Annual Meeting of the Organization for Human Brain Mapping
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21120
[Presentation] A manipulative approach to the phase response function of EEG oscillations by transcranial magnetic stimulation2019
- Author(s)
  Takayuki Onojima, Yuka Okazaki, Keiichi Kitajo
- Organizer
  3rd International Brain Stimulation Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21120

Onojima Takayuki 小野島 隆之

takayuki onojima 小野島 隆之

Research Projects

Research Products

Extraction of neural oscillators from human brain activity and elucidation of their functional rolesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Study on the dynamical properties of EEGPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Revealing the role of neural oscillations by transcranial magnetic stimulationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Deep Neural Network for Direct Prediction of Analytic Signals from Neural Oscillations2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 深層学習を用いた脳波の解析信号の予測2024

Author(s)

Journal Title

Data Source

[Journal Article] グラフ深層学習による脳波状態の推定2023

Author(s)

Journal Title

Data Source

[Journal Article] A state-informed stimulation approach with real-time estimation of the instantaneous phase of neural oscillations by a Kalman filter2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A closed-loop stimulation approach with real-time estimation of the instantaneous phase of neural oscillations by a Kalman filter2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] 深層学習を用いた脳波の解析信号の予測2024

Author(s)

Organizer

Data Source

[Presentation] グラフ深層学習による脳波状態の推定2023

Author(s)

Organizer

Data Source

[Presentation] 視覚刺激を用いた閉ループ手法のためのカルマンフィルタを用いた脳波位相依存刺激2021

Author(s)

Organizer

Data Source

[Presentation] カルマンフィルタによる脳波瞬時位相の予測2020

Author(s)

Organizer

Data Source

[Presentation] A model-based approach to estimating phase response curves of TMS modulated EEG oscillations2019

Author(s)

Organizer

Data Source

[Presentation] A manipulative approach to the phase response function of EEG oscillations by transcranial magnetic stimulation2019

Author(s)

Organizer

Data Source

Onojima Takayuki 小野島隆之

takayuki onojima 小野島隆之