On the characteristics of Growing Cell Structures (GCS) neural network

Neural Processing Letters

Volumn 10, Issue 2, 1999, Pages 139-149

  Wang, Jung Hua ^a   Sun, Wei Der ^a  

^a NATIONAL TAIWAN OCEAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; TOPOLOGY;

CHAIN REACTION EFFECTS; GROWING CELL STRUCTURE (GCS) NEURAL NETWORKS;

NEURAL NETWORKS;

EID: 0033362693     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1018789603227     Document Type: Article

References (13)

1. Martinetz, T. M. and Schulten, K. J.: Topology representing networks, Neural Networks 7(3) (1994), 507-522.
2. Kohonen, T.: Self-organized formation of topologically correct feature maps, Biological Cybernetics 43 (1982), 59-69.
3. Fritzke, B.: Growing cell structure: a self-organizing network for unsupervised and supervised learning, Neural Networks 7(9) (1994), 1441-1460.
4. Fritzke, B.: A growing and splitting elastic network for vector quantization, NNSP III - Proc. of IEEE-SP Workshop (1993), 281-290.
5. Bohn, C.: An incremental unsupervised learning scheme for function approximation, Proc. Int. Conf. Neural Networks 3 (1997), 1792-1797.
6. Grossberg, S.: Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors, Biological Cybernetics 23 (1976), 121-134.
7. Kohonen, T.: Self-Organization and Associative Memory (2nd ed.), Springer-Verlag: Berlin, 1988.
8. Malsburg, C. von der: Self-organization of orientation sensitive cells in the striate cortex, Kybernetik. 14(1) (1973), 85-100.
9. Desieno, D.: Adding a conscience to competitive learning, Proc. Int. Conf. Neural Networks I (1988), 117-124.
10. Kawahara, S. and Saito, T.: On a novel adaptive self organizing network, Proc. of Fourth IEEE Int. Workshop on Cellular Neural Networks and their Applications, pp. 41-46, Spain, 1996.
11. Matsuyama, Y.: Harmonic competition: a self-organizing multiple criteria optimization, IEEE Trans. Neural Networks 7(3) (1996), 652-668.
12. Shannon, C. E. and Weaver, W.: The Mathematical Theory of Communication, University of Illinois Press, 1949.
13. Hulle, Marc M. V.: Kernel-based equiprobabilistic topographic map formation, Neural Computation 10(7) (1998), 1847-1872.