Convergence and Ordering of Kohonen's Batch Map

Neural Computation

Volumn 9, Issue 8, 1997, Pages 1667-1676

  Cheng, Yizong ^a  

^a University of Cincinnati   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000736461     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/neco.1997.9.8.1667     Document Type: Article

References (5)

1. Erwin, E., Obermayer, K., & Schulten K. (1992). Self-organizing maps: Ordering, convergence properties and energy functions. Biological Cybernetics, 67, 47-55.
2. Heskes, T. M., & Kappen, B. (1993). Error potentials for self-organization. ICNN'93 (pp. 1219-1233). San Francisco.
3. Kohonen, T. (1995). Self-organizing maps. Berlin: Springer-Verlag.
4. Mulier, F., & Cherkassky, V. (1995). Self-organization as an iterative kernel smoothing process. Neural Computation, 7, 1165-1177.
5. Selim, S. Z., & Ismail, M. A. (1984). K-means-type algorithms: A generalized convergence theorem and characterization of local optimality. IEEE Trans. Pattern Analysis and Machine Intelligence, 6, 81-86.