Personnel Information

写真a

ONOJIMA Takayuki


Title

Instructor

Field

Field of Data Science

Homepage URL

https://researchmap.jp/onojimat/?lang=en

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Research Interests 【 display / non-display 】

  • Cognitive Neuroscience

  • Nonlinear dynamics

  • EEG

  • Time-series analysis

  • Real-time signal processing

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Graduate School 【 display / non-display 】

  • Kyoto University， Graduate School, Division of Information and Communication， Department of advanced mathematicalscience

    Doctor's Course， 2018.03， Completed

  • Kyoto University， Graduate School, Division of Information and Communication， Department of intelligence science and technology

    Master's Course， 2014.03， Completed

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Degree 【 display / non-display 】

  • doctor of informatics， Cognitive brain science， Kyoto University， Coursework， 2018.03， A study on the dynamical role of EEG phase for speech recognition

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Campus Career 【 display / non-display 】

  • Shiga University Data Science and AI Innovation Research Promotion Center，Instructor， 2025.05 - Now

  • Shiga University Data Science and AI Innovation Research Promotion Center，Assistant professor， 2022.04 - 2025.04

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External Career 【 display / non-display 】

  • The Institute of Statistical Mathematics Center for Training Professors in Statistics， Visiting Assistant Professor， 2025.06 - Now

  • National Institute for Physiological Sciences Division of neural dynamics， 2023.04 - Now

  • The Institute of Statistical Mathematics， Visiting researcher， 2023.04 - 2025.03

  • National Institute for Physiological Sciences Division of neural dynamics， Collaborative Researcher， 2023.04 - Now

  • The Institute of Statistical Mathematics， 2023.04 - 2025.03

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Association Memberships 【 display / non-display 】

  • THE JAPAN NEUROSCIENCE SOCIETY

  • THE PHYSICAL SOCIETY OF JAPAN

  • Japan human brain mapping society

  • Information Processing Society of Japan

  • Organization for Human Brain Mapping

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Research Areas 【 display / non-display 】

  • Humanities & Social Sciences / Cognitive science

  • Informatics / Perceptual information processing

  • Natural Science / Mathematical physics and fundamental theory of condensed matter physics

  • Informatics / Mathematical informatics

  • Life Science / Basic brain sciences

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Papers 【 display / non-display 】

  • Deep Neural Network for Direct Prediction of Analytic Signals from Neural Oscillations， bioRxiv， 2024.05, Takayuki Onojima, Takashi Imai

    DOI:10.1101/2024.05.13.593119, ， Multiple Authorship

    Authorship：Lead author,　Corresponding author  

  • Deep Neural Network–Based Estimation of Analytic Signals for Neural Oscillations， IPSJ SIG Technical Report， vol.Vol.2024-HCI-207 (No.44) (p.1 - 6) ， 2024.03, TAKAYUKI ONOJIMA, TAKASHI IMAI

    Research paper (conference, symposium, etc.)， Multiple Authorship

    Authorship：Lead author  

  • Graph deep learning for estimating the state of neural oscillations， IPSJ SIG technical reports， vol.2023-HCI-202 (46) (p.1 - 7) ， 2023.03, Takayuki Onojima , Takashi Imai

    Research paper (conference, symposium, etc.)， Multiple Authorship

    Authorship：Lead author,　Corresponding author  

  • A state-informed stimulation approach with real-time estimation of the instantaneous phase of neural oscillations by a Kalman filter.， Journal of neural engineering， vol.18 (6) ， 2021.10, Takayuki Onojima, Keiichi Kitajo

    DOI:10.1088/1741-2552/ac2f7b, Research paper (scientific journal)， Multiple Authorship

    Authorship：Lead author,　Corresponding author  

  • Real-Time Implementation of EEG Oscillatory Phase-Informed Visual Stimulation Using a Least Mean Square-Based AR Model.， Journal of personalized medicine， vol.11 (1) ， 2021.01, Aqsa Shakeel, Takayuki Onojima, Toshihisa Tanaka, Keiichi Kitajo

    DOI:10.3390/jpm11010038, Research paper (scientific journal)， Multiple Authorship

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Presentations 【 display / non-display 】

  • SIG Human-Computer Interaction, IPSJ, Domestic presentation， 2024.03，2024.03.13， Deep Neural Network–Based Estimation of Analytic Signals for Neural Oscillations， Oral presentation (general)

  • SIG Human-Computer Interaction, IPSJ, ， 2024.03，2024.03.13， Deep Neural Network–Based Estimation of Analytic Signals for Neural Oscillations， Oral presentation (general)

  • Japanese Joint Statistical Meeting 2023, Domestic presentation， 2023.09，2023.09.04， Synchronization between speech envelope and neural oscillation， Oral presentation (invited, special)

  • Japanese Joint Statistical Meeting 2023, ， 2023.09，2023.09.04， Synchronization between speech envelope and neural oscillation， Oral presentation (invited, special)

  • SIG Human-Computer Interaction, IPSJ, Domestic presentation， 2023.03，2023.03.15， Graph deep learning for estimating the state of neural oscillations， Oral presentation (general)

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Research Grants & Projects 【 display / non-display 】

  • ，Joint researchJoint research，2024.06 - 2025.03

  • ，Joint researchJoint research，Collaboration in Japan，2024.06 - 2025.03

  • ，Joint researchJoint research，Collaboration in Japan，2022.09 - 2023.03

  • ，Joint researchJoint research，2022.09 - 2023.03

  • ，Joint researchJoint research，Collaboration in Japan，2022.07 - 2023.03

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Charge of on-campus class subject 【 display / non-display 】

  • 統計学要論，Undergraduate (specialized)，2024.10 - 2025.03

  • モデリング基礎実践論，Postgraduate，2024.04 - 2024.10

  • データサイエンス応用演習，Undergraduate (specialized)，2023.10 - 2024.03

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Charge of off-campus class subject 【 display / non-display 】

  • 自主ゼミ「数理統計学入門 ②」，2025.04 - 2025.09

  • 統計学要論，Shiga University，2024.10 - 2025.03

  • Seminar: Introduction to Mathematical Statistics，Shiga University，2024.10 - 2025.03

  • 統計科学基礎，The Graduate University for Advanced Studies，Graduate (liberal arts)，2024.04 - 2024.09

  • 統計科学基礎，The Graduate University for Advanced Studies，2024.04 - 2024.08

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