• DocumentCode
    1467496
  • Title

    Pruning feedforward neural networks through interval arithmetic

  • Author

    Drago, G.P. ; Ridella, S.

  • Author_Institution
    Ist. per i Circuiti Elettronici, CNR, Genova, Italy
  • Volume
    34
  • Issue
    22
  • fYear
    1998
  • fDate
    10/29/1998 12:00:00 AM
  • Firstpage
    2142
  • Lastpage
    2143
  • Abstract
    Interval arithmetic is used to detect the prunable weights of feedforward neural networks. The authors define a regularisation function that can detect irrelevant connections and which contains, as a particular case, the well known weight decay. This method is applied to the modelling of the Mackey Glass series
  • Keywords
    feedforward neural nets; time series; Mackey Glass series; feedforward neural networks; interval arithmetic; irrelevant connections; prunable weights; regularisation function; weight decay;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19981704
  • Filename
    741356
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1467496