• DocumentCode
    394393
  • Title

    A comparative research on wavelet neural networks

  • Author

    Gao, Xieping

  • Author_Institution
    Inf. Eng. Coll., Xiangtan Univ., Hunan, China
  • Volume
    4
  • fYear
    2002
  • fDate
    18-22 Nov. 2002
  • Firstpage
    1699
  • Abstract
    Based on the wavelet and multiwavelet theory, some new notions of wavelet neural networks and multiwavelet neural networks have been proposed as an alternative to feedforward neural networks for approximating arbitrary nonlinear functions by some scholars recently. In this paper we give a comparative research on (multi-)wavelet neural networks,especially emphasized on their mathematical basis,the systematic synthesis, and the efficacy analysis,such as the "curse of dimensionality". Some experiments are given to verify the efficiency of wavelet neural networks.
  • Keywords
    neural nets; wavelet transforms; approximating arbitrary nonlinear functions; efficacy analysis; multiwavelet neural networks; wavelet neural networks; Artificial neural networks; Discrete wavelet transforms; Educational institutions; Feedforward neural networks; Function approximation; Network synthesis; Neural networks; Signal processing; Signal processing algorithms; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
  • Print_ISBN
    981-04-7524-1
  • Type

    conf

  • DOI
    10.1109/ICONIP.2002.1198965
  • Filename
    1198965