Rchr
J-GLOBAL ID：201101060416253233
Update date: Feb. 01, 2024
Doya Kenji
ドウヤ ケンジ | Doya Kenji
Affiliation and department：
Job title：
Professor, Vice Provost for Research
Homepage URL (1)：
https://groups.oist.jp/ncu
Research field (2)：
Intelligent informatics
, Neuroscience - general
Research keywords (12)：
Scientific Research on Innovative Areas: Prediction and Decision Making
, Mental Simulation
, 意思決定
, Basal Ganglia
, Reinforcement Learning
, Bayesian Inference
, Computational Neuroscience
, 神経回路
, 包括脳ネットワーク・研究集会委員会
, 包括脳ネットワーク・将来計画委員会
, 統合脳・統合脳・分担者
, 包括脳ネットワーク
Research theme for competitive and other funds (10)：
- 2016 - 2023 人工知能と脳科学の融合研究の国際ネットワーク形成
- 2016 - 2021 Elucidation of the Mathematical Basis and Neural Mechanisms of Multi-layer Representation Learning
- 2016 - 2021 Promotion of Integrated Research in Artificial Intelligence and Brain Science
- 2016 - 2021 Correspondence and Fusion of Artificial Intelligence and Brain Science
- 2011 - 2016 Elucidation of neural computation for prediction and decision making: toward better human understanding and applications
- 2010 - 2016 Comprehensive Brain Science Network
- 2011 - 2016 Elucidation of the Neural Circuit Dynamics for Prediction and Decision Making
- 2011 - 2016 Promotion of the Research on the Neural Mechanisms of Prediction and Decision Making
- 2004 - 2010 Integrative Brain Research
- 2005 - 2009 Integration of multiple information and quantitative processing of neural representation in the lateral prefrontal cortex.
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Papers (137)：
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Yusuke Kuniyoshi, Rin Kuriyama, Shu Omura, Carlos Enrique Gutierrez, Zhe Sun, Benedikt Feldotto, Ugo Albanese, Alois C. Knoll, Taiki Yamada, Tomoya Hirayama, et al. Embodied bidirectional simulation of a spiking cortico-basal ganglia-cerebellar-thalamic brain model and a mouse musculoskeletal body model distributed across computers including the supercomputer Fugaku. Frontiers in Neurorobotics. 2023. 17
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Henrik Skibbe, Muhammad Febrian Rachmadi, Ken Nakae, Carlos Enrique Gutierrez, Junichi Hata, Hiromichi Tsukada, Charissa Poon, Matthias Schlachter, Kenji Doya, Piotr Majka, et al. The Brain/MINDS Marmoset Connectivity Resource: An open-access platform for cellular-level tracing and tractography in the primate brain. PLOS Biology. 2023. 21. 6. e3002158-e3002158
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Junichi Hata, Ken Nakae, Hiromichi Tsukada, Alexander Woodward, Yawara Haga, Mayu Iida, Akiko Uematsu, Fumiko Seki, Noritaka Ichinohe, Rui Gong, et al. Multi-modal brain magnetic resonance imaging database covering marmosets with a wide age range. Scientific Data. 2023. 10. 1. 221
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Tomohiko Yoshizawa, Makoto Ito, Kenji Doya. Neuronal representation of a working memory-based decision strategy in the motor and prefrontal cortico-basal ganglia loops. bioRxiv. 2022
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Henrik Skibbe, Muhammad Febrian Rachmadi, Ken Nakae, Carlos Enrique Gutierrez, Junichi Hata, Hiromichi Tsukada, Charissa Poon, Kenji Doya, Piotr Majka, Marcello G. P. Rosa, et al. The Brain/MINDS Marmoset Connectivity Atlas: exploring bidirectional tracing and tractography in the same stereotaxic space. 2022
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MISC (63)：
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GUTIERREZ Carlos Enrique, OWADA Minoru, DOYA Kenji, ISHIWAKA Yuko. Spiking neural networks deployment on a graph database. A new approach for brain modeling and simulation. 日本神経化学会大会抄録集(Web). 2022. 65th
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Benoît Girard, Jean Lienard, Carlos Enrique Gutierrez, Bruno Delord, Kenji Doya. A biologically constrained spiking neural network model of the primate basal ganglia with overlapping pathways exhibits action selection. European Journal of Neuroscience. 2020
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SKIBBE Henrik, WATAKABE Akiya, NAKAE Ken, GUTIERREZ Carlos Enrique, WOODWARD Alexander, TSUKADA Hiromichi, GONG Rui, HATA Junichi, HATA Junichi, DOYA Kenji, et al. Fully automated data processing for mapping connectivity of the marmoset prefrontal cortex. 日本神経化学会大会抄録集(Web). 2019. 62nd
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GUTIERREZ Carlos Enrique, YOSHIMOTO Junichiro, YOSHIMOTO Junichiro, DOYA Kenji. Community Detection and Mean Field Approximation for Dimension Reduction of Spiking Network Models. Program & Abstracts. 4th INCF Japan Node International Workshop. Advances in Neuroinformatics 2016 and 14th INCF Nodes Workshop, 2016. 2016
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宮崎 勝彦, 宮崎 佳代子, 銅谷 賢治. 背側縫線核と辛抱強さ (特集 オプトジェネティクスが拓く未来). 分子精神医学. 2016. 16. 1. 2-10
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Books (10)：
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Bayesian brain : probabilistic approaches to neural coding
MIT Press 2011 ISBN:9780262516013
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臨時別冊数理科学 SGCライブラリ 60 「計算神経科学への招待」脳の学習機構の理解を目指して 2007年 12月号
サイエンス社 2007
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学習する脳の不思議 : 「脳をつくる」ことで脳を理解する : set
平成基礎科学財団 2006
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脳の計算機構-ボトムアップ・トップダウンのダイナミクス
朝倉書店 2005 ISBN:4254101902
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知能の謎 認知発達ロボティクスの挑戦 (ブルーバックス)
講談社 2004 ISBN:4062574616
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Professional career (1)：
- Ph.D. (University of Tokyo)
Work history (1)：
- 2011/11 - 現在 Okinawa Institute of Science and Technology Graduate University Neural Computation Unit Professor
Awards (1)：
- 2007 - Brain Science Foundation Nakaaki Tsukahara Memorial Award
Association Membership(s) (4)：
Society for Neuroscience
, International Neural Network Society
, THE JAPAN NEUROSCIENCE SOCIETY
, JAPANESE NEURAL NETWORK SOCIETY
