A Spiking Neural Network Model of Model-Free Reinforcement Learning with High-Dimensional Sensory Input and Perceptual Ambiguity

• Takashi Nakano ,

  * E-mail: nakano@oist.jp

  ¶‡ Both authors contributed equally to this work.

  Affiliation Neurobiology Research Unit, Okinawa Institute of Science and Technology, 1919-1, Tancha, Onna-Son, Kunigami, Okinawa 904-0495 Japan

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• Makoto Otsuka ,

  ¶‡ Both authors contributed equally to this work.

  Affiliation Neural Computation Unit, Okinawa Institute of Science and Technology, 1919-1, Tancha, Onna-Son, Kunigami, Okinawa 904-0495 Japan

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• Junichiro Yoshimoto,

  Affiliation Neural Computation Unit, Okinawa Institute of Science and Technology, 1919-1, Tancha, Onna-Son, Kunigami, Okinawa 904-0495 Japan

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• Kenji Doya

  Affiliation Neural Computation Unit, Okinawa Institute of Science and Technology, 1919-1, Tancha, Onna-Son, Kunigami, Okinawa 904-0495 Japan

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