Izawa Jun

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： http://hebbs.emp.tsukuba.ac.jp/ , http://izawa.emp.tsukuba.ac.jp/

Research field (3)： Basic brain sciences , Biological, health, and medical informatics , Rehabilitation science

Research keywords (7)：小脳 , 大脳基底核 , 強化学習 , 包括脳ネットワーク , 計算理論 , 運動制御 , 運動学習

Research theme for competitive and other funds (13)：

2022 - 2025 メタ身体運動学習の計算論的神経基盤:階層性による運動学習スピードの能動的学習
2019 - 2024 Systematic understanding and realization of hyper-adaptive phenomena focusing on cognition and emotion
2018 - 2023 浅層ニューラルネットによる状況適応型学習技術の確立と個人支援システム等への応用
2017 - 2022 Involvement of motor learning in the recovery from functional deficits after stroke
2019 - 2021 感覚予測と報酬予測を統合するメタ学習機構:計算論的理解と脳内基盤の解明

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Papers (39)：

Taisei Sugiyama, Shintaro Uehara, Jun Izawa. Meta-learning of human motor adaptation via the dorsal premotor cortex. Proceedings of the National Academy of Sciences of the United States of America. 2024. 121. 44. e2417543121
Taisei Sugiyama, Shintaro Uehara, Akiko Yuasa, Kazuki Ushizawa, Jun Izawa, Yohei Otaka. Learning-to-learn as a metacognitive correlate of functional outcomes after stroke: a cohort study. European journal of physical and rehabilitation medicine. 2024
Taisei Sugiyama, Nicolas Schweighofer, Jun Izawa. Reinforcement learning establishes a minimal metacognitive process to monitor and control motor learning performance. Nature Communications. 2023. 14. 1
Taisei Sugiyama, Keita Nakae, Jun Izawa. Transcranial magnetic stimulation on the dorsal premotor cortex facilitates human visuomotor adaptation. NeuroReport. 2022. 33. 16. 723-727
Yihao Wu, Masahiko Morita, Jun Izawa. Reward prediction errors, not sensory prediction errors, play a major role in model selection in human reinforcement learning. Neural Networks. 2022. 154. 109-121

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MISC (36)：

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Books (2)：

Education (1)：

Professional career (1)：

Work history (8)：

2014/07 - 現在 University of Tsukuba Faculty of Engineering, Information and Systems
2013/03 - 2014/06 日本電信電話株式会社コミュニケーション科学基礎研究所リサーチスペシャリスト
2011/04 - 2013/03 国際電気通信基礎技術研究所脳情報通信総合研究所室長代理
2010/04 - 2011/03 電気通信大学情報システム学研究科特任助教
2005/09 - 2010/03 Johns Hopkins University Post-Doctoral Research Fellow

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Committee career (4)：

Awards (1)：

Association Membership(s) (4)：

THE JAPAN NEUROSCIENCE SOCIETY , 電子情報通信学会 , 計測自動制御学会 , Society for Neuroscience

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