Connectionist Reinforcement Learning with Cursory Intrinsic Motivations and Linear Dependencies to Multiple Representations. - Johane Takeuchi; Osamu Shouno; Hiroshi Tsujino (IJCNN, 2006)

Modular Neural Networks for Reinforcement Learning with Temporal Intrinsic Rewards. - Johane Takeuchi; Osamu Shouno; Hiroshi Tsujino (IJCNN, 2007)

Modular Neural Networks for Model-Free Behavioral Learning. - Johane Takeuchi; Osamu Shouno; Hiroshi Tsujino (ICANN (1), 2008)

Self-Referential Event Lists for Self-Organizing Modular Reinforcement Learning. - Johane Takeuchi; Osamu Shouno; Hiroshi Tsujino (ICONIP (2), 2008)

Basal Ganglia Models for Autonomous Behavior Learning. - Hiroshi Tsujino; Johane Takeuchi; Osamu Shouno (Creating Brain-Like Intelligence, 2009)

Real-time simulation of a spiking neural network model of the basal ganglia circuitry using general purpose computing on graphics processing units. - Jun Igarashi; Osamu Shouno; Tomoki Fukai; Hiroshi Tsujino (Neural Networks, 2011)

Deep unsupervised learning of a topological map of vehicle maneuvers for characterizing driving styles. - Osamu Shouno (ITSC, 2018)

Neural Trajectory Analysis of Recurrent Neural Network In Handwriting Synthesis. - Kristof B. Charbonneau; Osamu Shouno (CoRR, 2018)

Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames. - Osamu Shouno (CoRR, 2020)

Semi-Supervised Estimation of Driving Behaviors Using Robust Time-Contrastive Learning. - Takuma Kuroki; Osamu Shouno; Junichiro Yoshimoto (APSIPA ASC, 2021)