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
2010 - 2012 Role of the newly identified area in primate dorsomedial prefrontal conrtex in the integrative regulation of behavioral strategies.
2010 - 迷路ゲーム遂行中のサル高次運動関連領野の機能分担
2005 - 2009 Voluntary Movements Controlled by "Mi-Nashi" Created in the Motor Cortices
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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
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
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
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)
Functional differentiation of dorsal premotor and lateral prefrontal cortices in a path-planning task
(NEURO2024 2024)
Comparison of neural activity in the dorsal premotor cortex and lateral prefrontal cortex during a path-planning task
(The 101st Annual Meeting of The Physiological Society of japan 1P-024 2024)
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
2008/09 - 2009/09 日本神経回路学会 第19回 全国大会 実行委員
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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