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Volumn 10, Issue 4, 1998, Pages 807-814

Weight-Value Convergence of the SOM Algorithm for Discrete Input

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BRAIN MAPPING; IMAGE PROCESSING; MATHEMATICS; REGRESSION ANALYSIS;

EID: 0032523396     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976698300017485     Document Type: Article
Times cited : (18)

References (19)
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  • 2
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  • 3
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    • Image vector quantization using ordered codebooks: Properties and applications
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    • Carrato, S.1
  • 4
    • 0026462366 scopus 로고
    • Self-organizing maps: Ordering, convergence properties and energy functions
    • Erwin, E., Obermayer, K., & Schulten, K. (1992). Self-organizing maps: Ordering, convergence properties and energy functions. Biol. Cybern., 67(1), 35-45.
    • (1992) Biol. Cybern. , vol.67 , Issue.1 , pp. 35-45
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 6
    • 0019991550 scopus 로고
    • Analysis of a simple self-organizing process
    • Kohonen, T. (1982). Analysis of a simple self-organizing process. Biol. Cybern., 44(2), 135-140.
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    • Kohonen, T.1
  • 7
    • 0003023542 scopus 로고
    • Self-organizing maps: Optimization approaches
    • T. Kohonen, K. Makisara, O. Simula, & J. Kangas (Eds.), Amsterdam: North-Holland
    • Kohonen, T. (1991). Self-organizing maps: Optimization approaches, In T. Kohonen, K. Makisara, O. Simula, & J. Kangas (Eds.), Artificial neural networks (Vol. 1, pp. 981-990). Amsterdam: North-Holland.
    • (1991) Artificial Neural Networks , vol.1 , pp. 981-990
    • Kohonen, T.1
  • 9
    • 0027711402 scopus 로고
    • On the topology distortion in self-organizing feature maps
    • Li, X., Gasteiger, I., & Zupan, I. (1993). On the topology distortion in self-organizing feature maps. Biol. Cybern., 70, 189-198.
    • (1993) Biol. Cybern. , vol.70 , pp. 189-198
    • Li, X.1    Gasteiger, I.2    Zupan, I.3
  • 10
    • 0031104848 scopus 로고    scopus 로고
    • Variational approach to unsupervised learning algorithm of neural networks
    • Likhovidov, V. (1997). Variational approach to unsupervised learning algorithm of neural networks. Neural Networks, 10(2), 273-289.
    • (1997) Neural Networks , vol.10 , Issue.2 , pp. 273-289
    • Likhovidov, V.1
  • 11
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    • Self-organization of firing activities in monkey's motor cortex: Trajectory computation from spike signals
    • Lin, S., Si, J., & Schwartz, A. B. (1997). Self-organization of firing activities in monkey's motor cortex: Trajectory computation from spike signals. Neural Comp., 9(3), 607-621.
    • (1997) Neural Comp. , vol.9 , Issue.3 , pp. 607-621
    • Lin, S.1    Si, J.2    Schwartz, A.B.3
  • 13
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    • Vector quantization of images based upon the Kohonen self-organizing feature maps
    • San Diego
    • Nasrabadi, N. M., & Feng, Y. (1988). Vector quantization of images based upon the Kohonen self-organizing feature maps. IEEE International Conference on Neural Networks, San Diego (pp. 1101-1108).
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    • Nasrabadi, N.M.1    Feng, Y.2
  • 14
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    • Convergence properties of Kohonen's topology conserving maps: Fluctuation, stability, and dimension selection
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    • A stochastic approximation method
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    • Yin, H.1    Allinson, N.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.