Improvement of cluster detection and labeling neural network by introducing elliptical basis function

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

Volumn 2130, Issue , 2001, Pages 196-202

  Lurette, Christophe ^a   Lecoeuche, Stéphane ^a,b  

^a UNIV LILLE   (France)

^b EIPC   (France)

Author keywords

[No Author keywords available]

Indexed keywords

FUNCTIONS; NEURAL NETWORKS;

AUTO ADAPTATION; BASIS FUNCTIONS; CLUSTER DETECTION; ELLIPTIC SHAPE; HIDDEN NEURONS; NEURON ACTIVATION FUNCTION; SIMILARITY CRITERIA;

NETWORK ARCHITECTURE;

EID: 84958948946     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44668-0_28     Document Type: Conference Paper

References (8)

1. Looney, C.: Pattern Recognition using Neural Networks. Theory and Algorithms for Engineers and Scientists. Oxford University Press (1997)
2. Bishop, C.: Neural Networks for Pattern Recognition. Oxford University Press (1995)
3. Gupta, L., McAvoy Phegley, J.: Classification of temporal sequences via prediction using the simple recurrent neural network. Pattern Recognition, Vol. 33. No 10 (2000) 1759-1770
4. Gomm, J.B., Yu, D.L.: Selecting Radial Basis Function Network Centers with Recursive Orthogonal Least Squares Training. IEEE Transactions on Neural Networks, Vol. 11. No 2. (2000) 306-314
5. Mak, M.W., Kung, S.Y.: Estimation of Elliptical Basis Function Parameters by the EM Algorithm with Application to Speaker Verification. IEEE Transactions on Neural Networks, Vol. 11. No 4. (2000) 961-969
6. Mao, J., Jain, A.K.: A Self-Organizing Network for Hyper-Ellipsoïdal Clustering (HEC). IEEE Transactions on Neural Networks. Vol. 11. No 4. (1996) 16-29
7. Zheng, N., Zhang, Z., Shi, G., Qiao, Y.: Self-Creating and Adaptive Learning of RBF Networks: Merging Soft-Competition Clustering Algorithm with Network Growth Technique. International Joint Conference on Neural Networks (1999)
8. Eltoft, T., Rui Defigueiredo, J.P.: A New Neural Network for Cluster-Detection-and- Labeling. IEEE Transactions on Neural Networks. Vol. 9. No 5. (1998) 1021-1035