Jun Namikawa

Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring

Shingo Murata, Jun Namikawa, Hiroaki Arie et al. · IEEE Transactions on Autonomous Mental Development · 2013 · 74 citations

Artificial Intelligence, Engineering, Machine Learning +16

Codevelopmental Learning Between Human and Humanoid Robot Using a Dynamic Neural-Network Model

Jun Tani, Ryu Nishimoto, Jun Namikawa et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · 50 citations

Artificial Intelligence, Engineering, Intelligent Robotics +17

A Neurodynamic Account of Spontaneous Behaviour

Jun Namikawa, Ryunosuke Nishimoto, Jun Tani · PLoS Computational Biology · 2011 · 39 citations · Full text

Neuropsychology, Brain Mechanism, Prefrontal Cortex +17

Learning Multiple Goal-Directed Actions Through Self-Organization of a Dynamic Neural Network Model: A Humanoid Robot Experiment

Ryunosuke Nishimoto, Jun Namikawa, Jun Tani · Adaptive Behavior · 2008 · 34 citations

Artificial Intelligence, Engineering, Humanoid Robot Experiment +30

A model for learning to segment temporal sequences, utilizing a mixture of RNN experts together with adaptive variance

Jun Namikawa, Jun Tani · Neural Networks · 2008 · 24 citations

Sequence Modelling, Engineering, Machine Learning +12