Empirical comparison between two computational strategies for topological self-organization

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

Volumn 2690, Issue , 2004, Pages 410-414

  Chan, Bonnie Kit Yee ^a   Chu, Wilson Wei Sheng ^a   Xu, Lei ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; SELF ORGANIZING MAPS; TOPOLOGY;

COMPUTATIONAL STRATEGY; CONVERGENCE SPEED; EMPIRICAL - COMPARISONS; SELF ORGANIZATIONS; SELF-ORGANIZATION PROCESS; SPEED UP; WEIGHT VECTOR;

ENGINEERING EDUCATION;

EID: 35048813059     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Article

References (5)

1. Haykin, S.(1999). Neural networks: A comprehensive foundation, Prentice Hall, Second Edition, pp.443-483
2. Johnson, R.(1995). StatLib Datasets Archive, Carnegie Mellon University
3. Kohonen, T.(1990). The self-organizing map, Proceedings of the Institute of Electrical and Electronics Engineers
4. Kohonen, T.(2001). Self-organizing maps, Berlin: Springer-Verlag, Third Edition, pp.106-113
5. Xu, L.(2002). BYY harmony learning, structural RPCL, and topological self-organizing on mixture models, Neural Networks, 15, pp.1125-1151