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Volumn 11, Issue 9, 1998, Pages 1637-1643

Self-organization property of Kohonen's map with general type of stimuli distribution

Author keywords

Markov processes; Neural networks; One dimensional Kohonen's SOM; Winner definition

Indexed keywords

FUNCTIONS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MARKOV PROCESSES; PROBABILITY;

EID: 0032446289     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(98)00101-4     Document Type: Article
Times cited : (14)

References (12)
  • 1
    • 0001470821 scopus 로고
    • Self-organization and a.s. convergence of the one-dimensional Kohonen algorithm with non-uniformly distributed stimuli
    • Bouton C., Pagés G. Self-organization and a.s. convergence of the one-dimensional Kohonen algorithm with non-uniformly distributed stimuli. Stochastic Process and Their Applications. 47:1993;249-274.
    • (1993) Stochastic Process and Their Applications , vol.47 , pp. 249-274
    • Bouton, C.1    Pagés, G.2
  • 2
    • 0001798623 scopus 로고
    • Convergence in distribution of the one-dimensional Kohonen algorithm when the stimuli are not uniform
    • Bouton C., Pagés G. Convergence in distribution of the one-dimensional Kohonen algorithm when the stimuli are not uniform. Advances in Applied Probability. 26:1994;80-103.
    • (1994) Advances in Applied Probability , vol.26 , pp. 80-103
    • Bouton, C.1    Pagés, G.2
  • 4
    • 0026436795 scopus 로고
    • Self-organizing maps: Ordering, convergence properties and energy functions
    • Erwin O.K., Obermeyer K., Schulten K. Self-organizing maps: ordering, convergence properties and energy functions. Biological Cybernetic. 67:1992;47-55.
    • (1992) Biological Cybernetic , vol.67 , pp. 47-55
    • Erwin, O.K.1    Obermeyer, K.2    Schulten, K.3
  • 5
    • 0030273126 scopus 로고    scopus 로고
    • Self-organisation in Kohonen's SOM
    • Flanagan J.A. Self-organisation in Kohonen's SOM. Neural Networks. 7:1996;1185-1197.
    • (1996) Neural Networks , vol.7 , pp. 1185-1197
    • Flanagan, J.A.1
  • 6
    • 55349135483 scopus 로고    scopus 로고
    • Self-organisation in the one-dimensional SOM with a reduced width neighbourhood
    • Helsinki
    • Flanagan, J.A. (1997). Self-organisation in the one-dimensional SOM with a reduced width neighbourhood. Proc. SOM Workshop, Helsinki.
    • (1997) Proc. SOM Workshop
    • Flanagan, J.A.1
  • 7
    • 0030198875 scopus 로고    scopus 로고
    • About the Kohonen Algorithm: Strong or weak self-organization?
    • Fort J.C., Pagés G. About the Kohonen Algorithm: strong or weak self-organization? Neural Networks. 5:1996;773-785.
    • (1996) Neural Networks , vol.5 , pp. 773-785
    • Fort, J.C.1    Pagés, G.2
  • 9
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen T. Self-organized formation of topologically correct feature maps. Biological Cybernetics. 43:1982;59-69.
    • (1982) Biological Cybernetics , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 11
    • 0542423108 scopus 로고    scopus 로고
    • preprint 166, Arbeitsgruppe Technomathematik, Universitiit Kaiserslautern, July 1996 (to appear in The Annals of Applied Probability)
    • Sadeghi, A.A. (1996). Asymptotic behavior of self-organizing maps with non-uniform stimuli distribution, preprint 166, Arbeitsgruppe Technomathematik, Universitiit Kaiserslautern, July 1996 (to appear in The Annals of Applied Probability).
    • (1996) Asymptotic Behavior of Self-organizing Maps with Non-uniform Stimuli Distribution
    • Sadeghi, A.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.