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J-GLOBAL ID：201101056668575430   Update date: Nov. 08, 2024

sakamoto kazuhiro

サカモト カズヒロ | sakamoto kazuhiro
Affiliation and department：
Tohoku Medical and Pharmaceutical University Faculty of medicine

About Tohoku Medical and Pharmaceutical University Faculty of medicine


Job title： associate professor
Other affiliations (1)：
Homepage URL  (1)： http://i-lifeharmony.cocolog-nifty.com/
Research field  (5)： Sensitivity (kansei) informatics ,  Intelligent informatics ,  Perceptual information processing ,  Cognitive sciences ,  Neuroscience - general
Research keywords  (8)： complex systems ,  dynamics ,  creativity ,  ヘテロ複雑システム ,  包括脳ネットワーク ,  生物・生体工学 ,  実世界 ,  脳・神経
Research theme for competitive and other funds  (15)：
  • 2022 - 2024 Higher brain functions as hyper-adaptability: an exploration of the principle of proactive outreach to an indefinite environment
  • 2020 - 2023 Dynamic information representation of prefrontal neurons
  • 2017 - 2023 多様な意思決定則による行動制御への前頭前野~皮質運動野、~頭頂連合野投射系の関与
  • 2020 - 2022 A dynamic state-space reinforcement learning model that enables adaptation to indefinite environments
  • 2014 - 2017 多重電極・電流源解析によるサル前頭葉層構造マップの作成
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Papers (74)：
  • Nao Matsumoto, Naoki M. Tamura, Hajime Mushiake, Kazuhiro Sakamoto. Significance of single cell recording -- Reverse engineering from supplementary motor cortex neuronal activity to reinforcement learning model --. IEICE Tech. Rep.,NC2023-25. 2023. 123. 233. 1-5
  • Tomoaki KINUGASA, Futo ONO, Kazuhiro, SAKAMOTO. Solving the Traveling Salesman Problem Using Oscillator Interaction. IEICE Technical Report NC2023-23. 2023. 123. 90. 149-152
  • Kazuhiro Sakamoto, Naohiro Saito, Shun Yoshida, Hajime Mushiake. A Dynamic, Economical, and Robust Coding Scheme in the Lateral Prefrontal Neurons of Monkeys. Lecture Notes in Computer Science. 2023. 13624. 13-24
  • Masanori Miyatsu, Kazuhiro Sakamoto. Does Simple Sound Stimulation Improve Attention? The Potentials of Binaural Beat Stimulation. Journal of tohoku Medical and Pharmaceutical university. 2023. 69. 1-9
  • Satoshi Zuguchi, Kazuhiro Sakamoto, Norihiro Katayama, Hajime Mushiake. A High-speed Measurement System for Treadmill Spherical Motion in Virtual Reality for Mice and a Robust Rotation Axis Estimation Algorithm Based on Spherical Geometry. IPSJ Transactions on Bioinformatics. 2023. 16. 1-12
ｍore...
MISC (67)：
  • Kazuhiro Sakamoto. Instruction for Preparing Intelligent System Symposium Manuscript. The 32nd Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence. 2024. 058
  • Kazuhiro Sakamoto, Tomoaki Kinugasa, Futo Ono. Solving the Traveling Salesman Problem using Kuramoto Oscillators. 2023 International Symposium on Nonlinear Theory and Its Applications. 2023. 362-365
  • Naoyuki KUBOTA, Kazushi IKEDA, Kazuhiro SAKAMOTO, Tadahiko MURATA, Akihiro YORITA. Artificial Intelligence and Systems for Promoting Awareness in Society. The Proceedings of The 31st Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence. 2023. Fr-C1-5
  • Kazuhiro SAKAMOTO. The Use of PFC Neural Activity in BMI Requires Contextual Judgments in Machines. The Proceedings of The 31st Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence. 2023. Fr-C1-2
  • Futo ONO, Tomoaki KINUGASA, Kazuhiro SAKAMOTO. Analytical Solution for the Exclusive Interactions between Three Kuramoto Oscillators. 2023
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Patents (1)：
  • 神経用多機能電極
Books (2)：
  • Multimodal Functional Analysis Platform: 2. Development of Si Opto-Electro Multifunctional Neural Probe with Multiple Optical Waveguides and Embedded Optical Fiber for Optogenetics
    in Optogenetics (Eds Hiromu Yawo;Hideki Kandori;Amane Koizumi;Ryoichiro Kageyama), Springer 2021
  • 創造性の脳科学 複雑系生命システム論を超えて
    東京大学出版会 2019 ISBN:9784130633727
Lectures and oral presentations  (73)：
  • 背側運動前野は行動を多重に準備する
    (第56回東北生理談話会 2024)
  • Multi-layered Action Preparations by Premotor Neurons and Their Implications for Modern AI
    (2024)
  • State-self-determining reinforcement learning for adapting to unknown environments and elucidating higher brain functions
    (2024 International Conference on Machine Learning and Cybernetics 2024)
  • Instruction for Preparing Intelligent System Symposium Manuscript
    (The 32nd Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence 2024)
  • Comparison of reinforcement learning with dynamic state space and POMDP
    (JNNS2024 2024)
ｍore...
Education (9)：
  • 1993 - 1993 東北大学大学院工学研究科博士課程
  • 1991 - 1993 東京大学大学院薬学系研究科修士課程
  • 1989 - 1991 東京大学薬学部
  • 1987 - 1989 東京大学理科II類
  • 1984 - 1987 La Salle High School
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Professional career (1)：
  • Ph.D (Tohoku University)
Work history (4)：
  • 2016 - 現在 Tohoku Medical and Pharmaceutical University Faculty of Medicine associate professor
  • 2009/03 - Tohoku University
  • 2007 - Tohoku University Research Institute of Electrical Communication
  • 1993 - 2006 Tohoku University Research Institute of Electrical Communication
Committee career (6)：
  • 2020/01 - 2023/12 日本神経回路学会 理事(選奨)
  • 2021/10 - 2023/08 日本神経科学学会 第46回日本神経科学大会 実行委員
  • 2020/10 - 2022/07 日本神経回路学会 NEURO 2022 実行委員
  • 2018/10 - 2019/11 日本生理学会 第51回 東北生理談話会 世話人
  • 2010 - 2016 日本神経回路学会 編集委員
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Awards (4)：
  • 2024/09 - 日本神経回路学会 優秀研究賞 振動子相互作用を用いて巡回セールスマン問題を解く
  • 2023/09 - Japanese Neural Network Society The Best Research Award A dynamic state-space reinforcement learning model explaining functional differentiation of higher motor areas in the cerebral cortex
  • 2008/09 - 日本神経回路学会 研究賞
  • 2008/02 - NPO法人ニューロクリアティブ研究会 創造性研究奨励賞
Association Membership(s) (5)：
情報処理学会 ,  北米神経学会 ,  日本生理学会 ,  日本神経回路学会 ,  日本神経科学学会
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