• DocumentCode
    1435908
  • Title

    Self-construction algorithm for synthesis of wavelet networks

  • Author

    Kan, Kai-chiu ; Wong, Kwok-Wo

  • Author_Institution
    Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong
  • Volume
    34
  • Issue
    20
  • fYear
    1998
  • fDate
    10/1/1998 12:00:00 AM
  • Firstpage
    1953
  • Lastpage
    1955
  • Abstract
    A novel algorithm for the synthesis of wavelet networks is proposed which possesses the self-construction capability. It is referred as recursive variance suppression growth. Using this method, the network is allowed to start with a null hidden neuron and then grows autonomously. Simulations show that the proposed method outperforms other reported methods
  • Keywords
    neural nets; wavelet transforms; recursive variance suppression growth; self-construction algorithm; wavelet network synthesis;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19981364
  • Filename
    722049
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1435908