Dynamic properties of Elman and modified Elman neural network

Proceedings of 2002 International Conference on Machine Learning and Cybernetics

Volumn 2, Issue , 2002, Pages 637-640

  Cheng, Yuan Chu ^a   Qi, Wei Min ^a   Cai, Wei You ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Dynamic properties; Elman network; Modified elman network; PID algorithm; Z transform

Indexed keywords

ALGORITHMS; DISCRETE TIME CONTROL SYSTEMS; FEEDFORWARD NEURAL NETWORKS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; SPEECH RECOGNITION; THREE TERM CONTROL SYSTEMS; TIME SERIES ANALYSIS; Z TRANSFORMS;

ELMAN NETWORK; MODIFIED ELMAN NETWORK;

RECURRENT NEURAL NETWORKS;

EID: 0036926231     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. K.J. Hunt, D. Sbarbaro, R. Zbikowski, P.J. Gawthrop. Neural Networks for Control Systems-A survey. Automatica, vol. 28, pp. 1083-1112, June 1992.
2. K.S. Narendra, K. Parthasarathy. Identification and Control of Dynamic Systems using Neural Networks. IEEE Transactions on Neural Networks, vol. 1, pp. 4-27, Jan. 1990.
3. C.Lee Giles, Gary M. Kuhn, Ronald J. Williams. Dynamic Recurrent Neural Networks: Theory and Applications, IEEE Transactions on Neural Networks, vol. 5, no. 2, pp. 153-155, March 1994.
4. J. Elman. Finding Structure in Time. Cognitive Science, vol. 14, pp. 179-211, 1990.
5. D.R. Hush, B.G. Horne. Progress in Supervised Neural Networks. IEEE Signal Processing Magazine, vol. 10, pp. 8-39, Jan. 1993.
6. P.S. Sastry, G. Santharam, K.P. Unnikrishnan. Memory Neuron Networks for Identification and Control of Dynamic Systems. IEEE Transactions on Neural Networks, vol. 5, pp. 306-319, Feb. 1994.
7. X. Z. Gao, X. M. Gao, S. J. Ovaska. A Modified Elman Neural Network Model with Applications to Dynamic Systems Identification. In Proc. IEEE International Conference on Systems, Man, and Cybernetics, Beijing, China, pp. 1376-1381, Oct. 1996.