Self-construction algorithm for synthesis of wavelet networks

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

16 Scopus Citations
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Author(s)

  • Kai-Chiu Kan
  • Kwok-Wo Wong

Related Research Unit(s)

Detail(s)

Original languageEnglish
Pages (from-to)1953-1955
Journal / PublicationElectronics Letters
Volume34
Issue number20
Publication statusPublished - 1 Oct 1998

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.

Citation Format(s)

Self-construction algorithm for synthesis of wavelet networks. / Kan, Kai-Chiu; Wong, Kwok-Wo.
In: Electronics Letters, Vol. 34, No. 20, 01.10.1998, p. 1953-1955.

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review