Predictive reward-prediction errors of climbing fiber inputs integrate modular reinforcement learning with supervised learning

• Huu Hoang ,

  Contributed equally to this work with: Huu Hoang, Shinichiro Tsutsumi

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: hoang@atr.jp (HH); kitamurak@yamanashi.ac.jp (KK); kawato@atr.jp (MK)

  Affiliation Neural Information Analysis Laboratories, Advanced Telecommunications Research Institute International, Kyoto, Japan

  https://orcid.org/0000-0003-1463-8323

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• Shinichiro Tsutsumi ,

  Contributed equally to this work with: Huu Hoang, Shinichiro Tsutsumi

  Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliation Laboratory for Multi-scale Biological Psychiatry, RIKEN Center for Brain Science, Saitama, Japan

  https://orcid.org/0000-0001-8926-2047

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• Masanori Matsuzaki,

  Roles Conceptualization, Funding acquisition, Writing – original draft, Writing – review & editing

  Affiliation Department of Physiology, The University of Tokyo, Tokyo, Japan

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• Masanobu Kano,

  Roles Conceptualization, Funding acquisition, Writing – original draft, Writing – review & editing

  Affiliations Department of Neurophysiology, The University of Tokyo, Tokyo, Japan, International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo, Tokyo, Japan

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• Keisuke Toyama,

  Roles Conceptualization, Writing – original draft, Writing – review & editing

  Affiliation Neural Information Analysis Laboratories, Advanced Telecommunications Research Institute International, Kyoto, Japan

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• Kazuo Kitamura ,

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: hoang@atr.jp (HH); kitamurak@yamanashi.ac.jp (KK); kawato@atr.jp (MK)

  Affiliation Department of Neurophysiology, University of Yamanashi, Yamanashi, Japan

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• Mitsuo Kawato

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: hoang@atr.jp (HH); kitamurak@yamanashi.ac.jp (KK); kawato@atr.jp (MK)

  Affiliation Computational Neuroscience Laboratories, Advanced Telecommunications Research Institute International, Kyoto, Japan

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