S-map: A network with a simple self-organization algorithm for generative topographic mappings

Advances in Neural Information Processing Systems

Volumn , Issue , 1998, Pages 549-555

  Kiviluoto, Kimmo ^a   Oja, Erkki ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING;

GENERATIVE TOPOGRAPHIC MAPPING; HEBBIAN LEARNING; INITIAL CONFIGURATION; MAP ALGORITHMS; SELF ORGANIZATION ALGORITHM; SELF ORGANIZATIONS; SELF-ORGANIZE; SIMPLE LEARNING ALGORITHMS;

ALGORITHMS;

EID: 0040111788     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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8. E. Oja, "A simplified neuron model as a principal component analyzer, " Journal of Mathematical Biology, vol. 15, pp. 267-273, 1982.
9. K. Kiviluoto, "Topology preservation in self-organizing maps, " in Proceedings of the International Conference on Neural Networks (ICNN'96), vol. 1, (Pis- cataway, New Jersey, USA), pp. 294 -299, IEEE Neural Networks Council, June 1996.
10. M. Svensen, The GTM toolbox - user's guide. Neural Computing Research Group/Aston University, Birmingham, UK, 1.0 ed., Oct. 1996. Available at URL http://neural-server.aston.ac.uk/GTM/MATLABJmpl.html.