An adaptive byy harmony learning algorithm and its relation to rewarding and penalizing competitive learning mechanism

International Conference on Signal Processing Proceedings, ICSP

Volumn 2, Issue , 2002, Pages 1154-1158

  Ma, Jinwen ^a,b   Wang, Taijun ^b   Xu, Lei ^b  

^a PEKING UNIVERSITY   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; SIGNAL PROCESSING;

AUTOMATED MODEL SELECTION; BAYESIAN YING YANGS; COMPETITIVE LEARNING; FINITE MIXTURE MODELING; GRADIENT ALGORITHM; LEARNING THEORY; PARAMETER LEARNING;

LEARNING ALGORITHMS;

EID: 33645436216     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2002.1179994     Document Type: Conference Paper

References (6)

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2. H. Akaike. "A New Look at the Statistical Model Identification," IEEE Transactions on Automatic Control, Vol. AC-19, pp. 716-723, 1974.
3. L. Xu, A. Krzyzak, and E. Oja, "Rival penalized competitive learning for clustering analysis, RBF net, and curve detection," IEEE Trans. on Neural networks. Vol. 4, 1993, pp. 636-648.
4. L. Xu, "BYY harmony learning, independent state space and generalized APT Financial Analyses," IEEE Trans. on Neural Networks, vol. 12, no. 4, 822-849, 2001.
5. T. Wang, J. Ma and L. Xu, "The BYY gradient learning on Gaussian mixture with automated model selection," Proceedings of 2002 IEEE International Conference on Systems, Man and Cybernetics, 2002.
6. J, Ma, T. Wang and L. Xu, "An Adaptive Learning Algorithm For Bi-directional BYY Harmony Learning And Its Relation to Competitive Learning Mechanism," Submitted to Neural Networks.