• DocumentCode
    953152
  • Title

    Extended backpropagation algorithm

  • Author

    Yam ; Chow, Tommy W. S.

  • Author_Institution
    Dept. of Electron. Eng., City Polytech. of Hong Kong, Kowloon, Hong Kong
  • Volume
    29
  • Issue
    19
  • fYear
    1993
  • Firstpage
    1701
  • Lastpage
    1702
  • Abstract
    A fast learning algorithm for feedforward neural networks is described. This algorithm is based on modifications to the backpropagation algorithm, The learning rate and momentum coefficient are adapted according to the coefficient of correlation between the downhill gradient and the previous weight update.
  • Keywords
    backpropagation; feedforward neural nets; backpropagation algorithm; coefficient of correlation; downhill gradient; fast learning algorithm; feedforward neural networks; learning rate; momentum coefficient; previous weight update;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19931131
  • Filename
    237359
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=953152