Convergence analysis for Oja+ MCA learning algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3173, Issue , 2004, Pages 810-814

  Lv, Jiancheng ^a   Ye, Mao ^a   Yi, Zhang ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONTINUOUS TIME SYSTEMS; DYNAMICAL SYSTEMS;

CONTINUOUS TIME DYNAMICAL SYSTEM; CONVERGENCE ANALYSIS; DISCRETE TIME; FIXED POINTS; INVARIANT SET; LEARNING RATES; RESTRICTIVE CONDITIONS;

LEARNING ALGORITHMS;

EID: 34247374489     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28647-9_133     Document Type: Article

References (8)

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2. Cirrincione, G., Cirrincione, M., Hérault, J., and Huffel, S. V.: The MCA EXIN Neuron for the Minor Component Analysis. IEEE Trans. Neural Networks Vol. 13 No.l (2002) 160-187
3. Xu, L., Oja, E. and Suen, C.: Modified Hebbian Learning for Curve and Surface Fitting. Neural Networks Vol. 13 (1992) 441-459
4. Feng, D. Z., Bao, Z. and Jiao, L. C.: Total Least Mean Squares Algorithm. IEEE Trans. Signal Processing Vol. 46 (1998) 2122-2130
5. Luo, F., Unbehauen, R. and Cichocki, A.: A Minor Component Analysis Algorithm. Neural Networks Vol. 19 No. 2 (1997) 291-197
6. Zhang, Q. P.: On the Discrete-Time Dynamics of a PCA Learning Algorithm. Neurocomputing Vol. 55 (2003) 761-769
7. Zuffiria, P. J.: On the Discrete-Time Dynamics of the Basic Hebbian Neural-Network Node. Neural Computation Vol. 11 No. 2 (2000) 529-533
8. Fiori, S., Piazza, F.: Neural MCA for Robust Beamforming. Proc. of International Symposium on Circuits and Systems(ISCAS'2000) Vol. Ill (2000) 614-617