• DocumentCode
    854242
  • Title

    Multilayer perceptron trained using radial basis functions

  • Author

    Tsoi, A.C.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of New South Wales, Campbell, ACT, Australia
  • Volume
    25
  • Issue
    19
  • fYear
    1989
  • Firstpage
    1296
  • Lastpage
    1297
  • Abstract
    An algebraic equation for the training of a multilayer perceptron using radial basis functions is derived. Examples using this technique for the training of a network for the exclusive-OR and related problems are presented. Suggestions on the choice of the number of centres are given.
  • Keywords
    artificial intelligence; learning systems; neural nets; signal processing; AI; algebraic equation; artificial intelligence; error back-propagation; exclusive-OR; multilayer perceptron; neural networks; radial basis functions; signal processing; training; weight matrix;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19890867
  • Filename
    46189
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=854242