• DocumentCode
    1019979
  • Title

    Continuous unlearning in neural networks

  • Author

    Youn, C.H. ; Kak, S.C.

  • Author_Institution
    Louisiana State Univ., Baton Rouge, LA, USA
  • Volume
    25
  • Issue
    3
  • fYear
    1989
  • Firstpage
    202
  • Lastpage
    203
  • Abstract
    An algorithm is described that improves the performance of Hopfield neural networks. This algorithm involves a continuous unlearning of spurious memories that goes together with the learning of the memories to be stored. The proposed algorithm is a variant of the Hebbian learning rule.
  • Keywords
    learning systems; neural nets; Hebbian learning rule; Hopfield neural networks; continuous unlearning; spurious memories;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19890145
  • Filename
    130865
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1019979