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2010 – 2019
- 2013
[j7]Shingo Murata, Jun Namikawa, Hiroaki Arie, Shigeki Sugano
, Jun Tani:
Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring. IEEE Trans. Auton. Ment. Dev. 5(4): 298-310 (2013)- [c4]Shingo Murata, Jun Namikawa, Hiroaki Arie, Jun Tani, Shigeki Sugano:
Learning to reproduce fluctuating behavioral sequences using a dynamic neural network model with time-varying variance estimation mechanism. ICDL-EPIROB 2013: 1-6 - [c3]Shingo Murata, Jun Namikawa, Hiroaki Arie, Jun Tani, Shigeki Sugano:
Development of Proactive and Reactive Behavior via Meta-learning of Prediction Error Variance. ICONIP (1) 2013: 537-544 - 2012
- [c2]Misako Komatsu, Jun Namikawa, Jun Tani, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Kiyohiko Nakamura:
Estimation of functional brain connectivity from electrocorticograms using an artificial network model. IJCNN 2012: 1-8 - 2011
- [j6]Jun Namikawa, Ryunosuke Nishimoto, Jun Tani:
A Neurodynamic Account of Spontaneous Behaviour. PLoS Comput. Biol. 7(10) (2011) - 2010
- [j5]Jun Namikawa, Jun Tani:
Learning to imitate stochastic time series in a compositional way by chaos. Neural Networks 23(5): 625-638 (2010)
2000 – 2009
- 2009
- [j4]Jun Namikawa, Jun Tani:
Building Recurrent Neural Networks to Implement Multiple Attractor Dynamics Using the Gradient Descent Method. Adv. Artif. Neural Syst. 2009: 846040:1-846040:11 (2009) - 2008
- [j3]Ryunosuke Nishimoto, Jun Namikawa, Jun Tani:
Learning Multiple Goal-Directed Actions Through Self-Organization of a Dynamic Neural Network Model: A Humanoid Robot Experiment. Adapt. Behav. 16(2-3): 166-181 (2008) - [j2]Jun Namikawa, Jun Tani:
A model for learning to segment temporal sequences, utilizing a mixture of RNN experts together with adaptive variance. Neural Networks 21(10): 1466-1475 (2008) - [j1]Jun Tani, Ryunosuke Nishimoto, Jun Namikawa, Masato Ito:
Codevelopmental Learning Between Human and Humanoid Robot Using a Dynamic Neural-Network Model. IEEE Trans. Syst. Man Cybern. Part B 38(1): 43-59 (2008) - 2006
- [c1]Hiroaki Arie, Jun Namikawa, Tetsuya Ogata, Jun Tani, Shigeki Sugano:
Reinforcement Learning Algorithm with CTRNN in Continuous Action Space. ICONIP (1) 2006: 387-396
Coauthor Index
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