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Volumn 48, Issue 1-4, 2002, Pages 217-228

On the generative probability density model in the self-organizing map

Author keywords

Data analysis; Density model; Maximum likelihood; Model selection; Self organizing map

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA REDUCTION; MAXIMUM LIKELIHOOD ESTIMATION; PROBABILITY DENSITY FUNCTION;

EID: 0036825530     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(01)00649-X     Document Type: Review
Times cited : (15)

References (8)
  • 2
    • 0026436795 scopus 로고
    • Self-organizing maps: Ordering, convergence properties and energy functions
    • Ed Erwin, K. Obermayer, K. Schulten, Self-organizing maps: ordering, convergence properties and energy functions, Biol. Cybernet. 67 (1) (1992) 47-55.
    • (1992) Biol. Cybernet. , vol.67 , Issue.1 , pp. 47-55
    • Ed Erwin, K.1    Obermayer, K.2    Schulten, K.3
  • 3
    • 0002059002 scopus 로고    scopus 로고
    • Energy functions for self-organizing maps
    • E. Oja, S. Kaski (Eds.), Elsevier, Amsterdam
    • T. Heskes, Energy functions for self-organizing maps, in: E. Oja, S. Kaski (Eds.), Kohonen Maps, Elsevier, Amsterdam, 1999, pp. 303-315.
    • (1999) Kohonen Maps , pp. 303-315
    • Heskes, T.1
  • 4
    • 0003410791 scopus 로고
    • Springer, Berlin, Heidelberg, (2nd Extended Edition, 1997)
    • T. Kohonen, Self-Organizing Maps, Springer, Berlin, Heidelberg, 1995 (2nd Extended Edition, 1997).
    • (1995) Self-Organizing Maps
    • Kohonen, T.1
  • 5
    • 0025448895 scopus 로고
    • Derivation of a class of training algoritms
    • S.P. Luttrell, Derivation of a class of training algoritms, IEEE Trans. Neural Networks 1 (2) (1990) 229-232.
    • (1990) IEEE Trans. Neural Networks , vol.1 , Issue.2 , pp. 229-232
    • Luttrell, S.P.1
  • 6
    • 0026185546 scopus 로고
    • Code vector density in topographic mappings: Scalar case
    • S.P. Luttrell, Code vector density in topographic mappings: scalar case, IEEE Trans. Neural Networks 2 (4) (1991) 427-436.
    • (1991) IEEE Trans. Neural Networks , vol.2 , Issue.4 , pp. 427-436
    • Luttrell, S.P.1
  • 7
    • 0024123144 scopus 로고
    • Kohonen self-organizing maps: Exploring their computational capabilities
    • Proceedings of ICNN'88 International Conference on Neural Networks, IEEE Service Center, Piscataway, NJ
    • H. Ritter, K. Schulten, Kohonen self-organizing maps: exploring their computational capabilities, In Proceedings of ICNN'88 International Conference on Neural Networks, Vol. I, IEEE Service Center, Piscataway, NJ, 1988, pp. 109-116.
    • (1988) , vol.1 , pp. 109-116
    • Ritter, H.1    Schulten, K.2
  • 8
    • 0005023590 scopus 로고    scopus 로고
    • Hyperparameter selection for self-organizing maps
    • A. Utsugi, Hyperparameter selection for self-organizing maps, Neural Comput. 9 (3) (1997) 623-635.
    • (1997) Neural Comput. , vol.9 , Issue.3 , pp. 623-635
    • Utsugi, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.