• DocumentCode
    1405596
  • Title

    Competitive learning with subspace search in transform domain

  • Author

    Wen-Jyi Hwang

  • Author_Institution
    Dept. of Electr. Eng., Chung Yuan Christian Univ., Chung Li
  • Volume
    34
  • Issue
    12
  • fYear
    1998
  • fDate
    6/11/1998 12:00:00 AM
  • Firstpage
    1240
  • Lastpage
    1241
  • Abstract
    A new competitive learning (CL) algorithm with k-winners-take-all activation is presented. The k winning neurons for updating are those best matching the input vector in the wavelet domain with subspace search. Simulation results show that the algorithm gives a better performance than that of the traditional CL algorithm while requiring much less computational time
  • Keywords
    image coding; neural nets; unsupervised learning; vector quantisation; wavelet transforms; VQ; competitive learning; computational time; input vector; k-winners-take-all activation; subspace search; transform domain; updating; wavelet domain;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19980858
  • Filename
    702398
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1405596