Matsui Teppei

Affiliation and department：
Job title： Professor

Research field (1)： Neuroscience - general

Research theme for competitive and other funds (21)：

2024 - 2029 Extraction of Visual Information Processing and Learning Rules through Large-Scale Neural Data Analysis
2024 - 2029 Multicellular Neurobiocomputing (Administrative Group)
2021 - 2024 Multicellular Neurobiocomputing (Administrative Group)
2021 - 2024 Research of spontaneous local learning rule on multi-cellular networks
2019 - 2024 Elucidation of cognitive and learning mechanism of cerebral cortex by multiscale optogenetics

2019 - 2023 生物模倣によるロバストで効率的な深層学習の開発

2020 - 2022 Development of multi-level brainfodynamics database and its application to disease modeling

2021 - 2022 大脳皮質領野間における幾何学的な情報伝達特性のin vivoイメージング

2019 - 2021 神経細胞・アストロサイト・脳血流の活動計測による安静時機能結合の神経基盤の解明

2018 - 2021 自発的脳活動測定と機械学習によるマーモセット・ヒト大脳皮質の局所機能モジュール解析法の開発

2019 - 2020 統合失調症において大域大脳回路の機能障害を起こす原因となる神経結合の同定

2019 - 2020 Interstellar Initiative

2018 - 2020 霊長類と齧歯類で保存された神経回路の機能分化とその遺伝子基盤

2018 - 2020 意思決定の脳内機構解明を加速するマルチカラー・マルチスケールイメージング法の開発

2018 - 2020 単一神経細胞から脳血流信号までを繋ぐ脳情報動態の全脳データベースとモデル構築

2018 - 2019 大域大脳回路in vivoイメージングによる睡眠障害のバイオマーカー開発

2018 - 2019 精神疾患発症を予見する大脳ネットワーク障害とその臨床応用の調査研究

2017 - 2019 マーモセット視覚トップダウン結合のin vivo二光子カルシウムイメージング

2015 - 2017 霊長類視覚トップダウン結合のin vivo二光子イメージング

2012 - 2015 大脳皮質神経回路における機能単位の発生的基盤:二光子励起法と分子遺伝学による研究

2009 - 2012 主観的想起の神経基盤:サルによる包括的アプローチ

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Papers (34)：

Yuki Hosaka, Takemi Hieda, Ruixiang Li, Kenji Hayashi, Koji Jimura, Teppei Matsui. Surrogate data analyses of the energy landscape analysis of resting-state brain activity. Frontiers in Neural Circuits. 2025. 19
Teppei Matsui, Takayuki Hashimoto, Tomonari Murakami, Masato Uemura, Kohei Kikuta, Toshiki Kato, Kenichi Ohki. Orthogonalization of spontaneous and stimulus-driven activity by hierarchical neocortical areal network in primates. Nature Communications. 2024. 15. 1
Ai Takehana, Daiki Tanaka, Mariko Arai, Yoshiki Hattori, Takaaki Yoshimoto, Teppei Matsui, Norihiro Sadato, Junichi Chikazoe, Koji Jimura. Healthy dietary choices involve prefrontal mechanisms associated with long-term reward maximization but not working memory. Cerebral Cortex. 2024. 34. 7
Yuki Hosaka, Takemi Hieda, Kenji Hayashi, Koji Jimura, Teppei Matsui. Linear models replicate the energy landscape and dynamics of resting-state brain activity. 2024
Otoya Kitaoka, Kohei Oyabu, Kaori Kubota, Takuya Watanabe, Satoru Kondo, Teppei Matsui, Shutaro Katsurabayashi, Katsunori Iwasaki. Location analysis of presynaptically active and silent synapses in single-cultured hippocampal neurons. Frontiers in Neural Circuits. 2024. 18

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MISC (3)：

Lectures and oral presentations (14)：

Neuroscience for AI and AI for Neuroscience
(DU-UT Symposium 2025)
A Study on the Usefulness of Functional Connectivity Dynamics in Predicting Individual Traits Based on Resting-State
(2025)
Integrating the structural and anatomical connectome in the mouse brain.
(The 13th RIEC International Symposium on Brain Functions and Brain Computer 2025)
in vitro & in vivo evaluation of directional functional connectivity by anatomical connectivity.
(2024)
生物の脳に特有な情報処理の理解に向けた脳活動イメージングとデータ解析
(生理研研究会「大規模脳活動計測」 2024)

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Education (4)：

2009 - 2012 The University of Tokyo Graduate School of Science Department of Physics
2006 - 2008 テキサス大学オースティン校大学院神経科学専攻
2004 - 2006 The University of Tokyo Graduate School of Science Department of Physics
1999 - 2004 The University of Tokyo Faculty of Science Department of Physics

Professional career (1)：

Work history (6)：

2023/04 - 現在 Doshisha University Graduate School of Brain Science Professor
2021/04 - 2023/03 Okayama University Graduate School of Natural Sciences Associate Professor
2019/07 - 2021/03 University of Tokyo School of Medicine
2016/04 - 2019/07 The University of Tokyo Graduate School of Medicine
2015/04 - 2016/04 Kyushu University

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