Sufficient conditions for self-organization in the one-dimensional SOM with a reduced width neighborhood

Neurocomputing

Volumn 21, Issue 1-3, 1998, Pages 51-60

  Flanagan, John A ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Markov process; Neighborhood function; Probability one; Self organization; SOM; Sufficient conditions

Indexed keywords

FUNCTIONS; ITERATIVE METHODS; MARKOV PROCESSES; PROBABILITY;

NEIGHBOURHOOD FUNCTION; SELF-ORGANIZING MAP (SOM);

NEURAL NETWORKS;

ALGORITHM; ARTICLE; COMPUTER PROGRAM; NERVE CELL NETWORK; NEUROLOGY; PRIORITY JOURNAL; PROBABILITY; STATISTICAL ANALYSIS;

EID: 0345404395     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(98)00036-8     Document Type: Article

References (9)

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8. A.A. Sadeghi, Self-organisation and convergence of the one-dimensional Kohonen algorithm. In: M. Verleysen (Ed.), Proc. European Symp. on Artifical Neural Networks, Brussels, Belgium, 1998, pp. 173-178, D-Facto.
9. Teuvo Kohonen, Self-Organizing Maps, Springer, Berlin, (1995).