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Volumn 56, Issue 1-4, 2004, Pages 187-203

On the use of self-organizing maps to accelerate vector quantization

Author keywords

Acceleration; Convergence speed; Self organization; Vector quantization

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; TOPOLOGY; VECTORS;

EID: 0742271716     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2003.09.009     Document Type: Article
Times cited : (32)

References (11)
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    • Using the Kohonen algorithm for quick initialization of simple competitive learning algorithm
    • M. Verleysen (Ed.), Bruxelles: D Facto
    • de Bodt E. Cottrell M. Verleysen M. Using the Kohonen algorithm for quick initialization of simple competitive learning algorithm in: Verleysen M. (Ed.), ESANN'99 1999 19-26 D Facto Bruxelles
    • (1999) ESANN'99 , pp. 19-26
    • de Bodt, E.1    Cottrell, M.2    Verleysen, M.3
  • 4
    • 0000014486 scopus 로고
    • Cluster analysis of multivariate data: Efficiency versus interpretability of classifications
    • Biometric Society Meetings, Riverside, CA Abstract
    • E.W. Forgy, Cluster analysis of multivariate data: efficiency versus interpretability of classifications, Biometric Society Meetings, Riverside, CA (Abstract in: Biometrics 21(3) (1965) 768)
    • (1965) Biometrics , vol.21 , Issue.3 , pp. 768
    • Forgy, E.W.1
  • 7
    • 0033570792 scopus 로고    scopus 로고
    • Comparison of SOM point densities based on different criteria
    • Kohonen T. Comparison of SOM point densities based on different criteria Neural Comput. 11 1999 2081-2095
    • (1999) Neural Comput. , vol.11 , pp. 2081-2095
    • Kohonen, T.1
  • 8
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • COM-28
    • Linde Y. Buzo A. Gray R.M. An algorithm for vector quantizer design IEEE Trans. Comm. COM-28 1 1980 84-95
    • (1980) IEEE Trans. Comm. , Issue.1 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.M.3
  • 9
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • IT-28
    • Lloyd S.P. Least squares quantization in PCM IEEE Trans. Inform. Theory IT-28 2 1982 129-149
    • (1982) IEEE Trans. Inform. Theory , Issue.2 , pp. 129-149
    • Lloyd, S.P.1
  • 11
    • 0002961288 scopus 로고
    • On the stationary state of Kohonen's self-organizing sensory mapping
    • Ritter H. Shulten K. On the stationary state of Kohonen's self-organizing sensory mapping Biol. Cybern. 54 1986 99-106
    • (1986) Biol. Cybern. , vol.54 , pp. 99-106
    • Ritter, H.1    Shulten, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.