銅谷 賢治

論文

• Topological basal ganglia model with dopamine-modulated spike-timing-dependent plasticity reproduces reinforcement learning, discriminatory learning, and neuropsychiatric disorders

  Carlos Enrique Gutierrez, Jean Lienard, Benoit Girard, Hidetoshi Urakubo, Kenji Doya

  2025年11月12日
• The status of MRI databases across the world focused on psychiatric and neurological disorders.

  Saori C Tanaka, Kiyoto Kasai, Yasumasa Okamoto, Shinsuke Koike, Takuya Hayashi, Ayumu Yamashita, Okito Yamashita, Tom Johnstone, Franco Pestilli, Kenji Doya …

  Psychiatry and clinical neurosciences 2024年8月20日
• 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

  Yusuke Kuniyoshi, Rin Kuriyama, Shu Omura, Carlos Enrique Gutierrez, Zhe Sun, Benedikt Feldotto, Ugo Albanese, Alois C. Knoll, Taiki Yamada, Tomoya Hirayama …

  Frontiers in Neurorobotics 17 2023年10月5日
• The Brain/MINDS Marmoset Connectivity Resource: An open-access platform for cellular-level tracing and tractography in the primate brain

  Henrik Skibbe, Muhammad Febrian Rachmadi, Ken Nakae, Carlos Enrique Gutierrez, Junichi Hata, Hiromichi Tsukada, Charissa Poon, Matthias Schlachter, Kenji Doya, Piotr Majka …

  PLOS Biology 21(6) e3002158-e3002158 2023年6月29日 査読有り
• Multi-modal brain magnetic resonance imaging database covering marmosets with a wide age range

  Junichi Hata, Ken Nakae, Hiromichi Tsukada, Alexander Woodward, Yawara Haga, Mayu Iida, Akiko Uematsu, Fumiko Seki, Noritaka Ichinohe, Rui Gong …

  Scientific Data 10(1) 221 2023年4月27日 査読有り
• Neuronal representation of a working memory-based decision strategy in the motor and prefrontal cortico-basal ganglia loops

  Tomohiko Yoshizawa, Makoto Ito, Kenji Doya

  bioRxiv 2022年9月7日
• The Brain/MINDS Marmoset Connectivity Atlas: exploring bidirectional tracing and tractography in the same stereotaxic space

  Henrik Skibbe, Muhammad Febrian Rachmadi, Ken Nakae, Carlos Enrique Gutierrez, Junichi Hata, Hiromichi Tsukada, Charissa Poon, Kenji Doya, Piotr Majka, Marcello G. P. Rosa …

  2022年6月8日
• A Spiking Neural Network Builder for Systematic Data-to-Model Workflow.

  Carlos Enrique Gutierrez, Henrik Skibbe, Hugo Musset, Kenji Doya

  Frontiers in neuroinformatics 16 855765-855765 2022年
• Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure.

  Benedikt Feldotto, Jochen Martin Eppler, Cristian Jimenez-Romero, Christopher Bignamini, Carlos Enrique Gutierrez, Ugo Albanese, Eloy Retamino, Viktor Vorobev, Vahid Zolfaghari, Alex Upton …

  Frontiers in Neuroinformatics 16 884180-884180 2022年
• Forward and inverse reinforcement learning sharing network weights and hyperparameters

  Eiji Uchibe, Kenji Doya

  Neural Networks 144 138-153 2021年12月
• Serotonergic modulation of cognitive computations

  Kenji Doya, Kayoko W Miyazaki, Katsuhiko Miyazaki

  Current Opinion in Behavioral Sciences 38 116-123 2021年4月
• Serotonergic projections to the orbitofrontal and medial prefrontal cortices differentially modulate waiting for future rewards.

  Katsuhiko Miyazaki, Kayoko W Miyazaki, Gaston Sivori, Akihiro Yamanaka, Kenji F Tanaka, Kenji Doya

  Science advances 6(48) 2020年11月
• A biologically constrained spiking neural network model of the primate basal ganglia with overlapping pathways exhibits action selection

  Benoit Girard, Jean Lienard, Carlos Enrique Gutierrez, Bruno Delord, Kenji Doya

  EUROPEAN JOURNAL OF NEUROSCIENCE 53(7) 2254-2277 2020年7月
• Maximum Credibility Voting (MCV) An Integrative Approach for Accurate Diagnosis of Major Depressive Disorder from Clinically Readily Available Data.

  Yu Shimizu, Junichiro Yoshimoto, Masahiro Takamura, Go Okada, Tomoya Matsumoto, Manabu Fuchikami, Satoshi Okada, Shigeru Morinobu, Yasumasa Okamoto, Shigeto Yamawaki …

  1023-1032 2020年
• A biologically constrained spiking neural network model of the primate basal ganglia with overlapping pathways exhibits action selection

  Benoît Girard, Jean Lienard, Carlos Enrique Gutierrez, Bruno Delord, Kenji Doya

  European Journal of Neuroscience 53(7) 2254-2277 2020年
• Reward probability and timing uncertainty alter the effect of dorsal raphe serotonin neurons on patience

  Katsuhiko Miyazaki, Kayoko W. Miyazaki, Akihiro Yamanaka, Tomoki Tokuda, Kenji F. Tanaka, Kenji Doya

  Nature Communications 9(1) 2048 2018年12月1日 査読有り
• Sigmoid-weighted linear units for neural network function approximation in reinforcement learning.

  Elfwing S, Uchibe E, Doya K

  Neural networks : the official journal of the International Neural Network Society 107 3-11 2018年11月 査読有り
• Identification of depression subtypes and relevant brain regions using a data-driven approach.

  Tokuda T, Yoshimoto J, Shimizu Y, Okada G, Takamura M, Okamoto Y, Yamawaki S, Doya K

  Scientific reports 8(1) 14082 2018年9月 査読有り
• Unbounded Output Networks for Classification

  Stefan Elfwing, Eiji Uchibe, Kenji Doya

  arXiv: 1807.09443 2018年7月
• Connectivity inference from neural recording data: Challenges, mathematical bases and research directions

  Ildefons Magrans de Abril, Junichiro Yoshimoto, Kenji Doya

  Neural Networks 102 120-137 2018年6月1日 査読有り