Makoto Otsuka

Goal-Oriented Representations of the External World : A Free-Energy-Based Approach

Makoto Otsuka, 2010 .

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

Kenji Doya, Takashi Nakano, Junichiro Yoshimoto, 2015, PloS one.

Learning dynamic Boltzmann machines with spike-timing dependent plasticity pdf

Takayuki Osogami, Makoto Otsuka, Makoto Otsuka, 2015, ArXiv.

Seven neurons memorizing sequences of alphabetical images via spike-timing dependent plasticity

Takayuki Osogami, Makoto Otsuka, Makoto Otsuka, 2015, Scientific Reports.

A Deep Choice Model

Takayuki Osogami, Makoto Otsuka, Makoto Otsuka, 2016, AAAI.

Restricted Boltzmann machines modeling human choice

Takayuki Osogami, Makoto Otsuka, Makoto Otsuka, 2014, NIPS.