• DocumentCode
    997602
  • Title

    Generalisation in higher order neural networks

  • Author

    Young, Stephanie ; Downs, T.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Queensland Univ., St. Lucia, Qld., Australia
  • Volume
    29
  • Issue
    16
  • fYear
    1993
  • Firstpage
    1491
  • Lastpage
    1493
  • Abstract
    The theory of pac-learning has provided statements about the generalisation capability of linear threshold networks. The Letter presents an extension of this work to higher order threshold neural networks and shows that the generalisation ability of higher order threshold networks can be characterised in the same way as the linear threshold case.
  • Keywords
    learning (artificial intelligence); neural nets; generalisation capability; linear threshold networks; neural networks; pac-learning;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19930996
  • Filename
    252514
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=997602