Learning System for Emotion Estimation and Emotional Expression Motion Generation based on RNN with Russell's Circumplex Model

Author:

TSUJIMOTO Takuya1,TAKAHASHI Yasutake1,TAKEUCHI Shouhei1,MAEDA Yoichiro2

Affiliation:

1. Department of Human and Artificial Intelligent Systems, Graduate School of Engineering, University of Fukui

2. Institute of Technologists

Publisher

Japan Society for Fuzzy Theory and Intelligent Informatics

Reference4 articles.

1. [4]Michael I. Jordan. Attractor dynamics and parallelism in a connectionist sequential machine. Proceedings of the Eighth Annual Conference of the Cognitive Science Society, pp.531-546, 1986.

2. [6]Jun Tani, Masato Ito, and Yuuya Sugita. Selforganization of distributedly multiple behavior schemata in a mirror system : Reviews of robot experiments using rnnpb. Neural Networks, Vol.24, No.5, pp.1273-1289, 2004.

3. [7]James A. Russell. A circumplex model of affect. Journal of Personality and Social Psychology, Vol.36, pp.1161-1178, 1980.

4. [8]Ronald J. Williams and Jing Peng. An efficient gradient-based algorithm for on-line training of recurrent network trajectories. Neural Computation, pp.490-501, 1990.

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