• DocumentCode
    1046060
  • Title

    New learning strategies from the microscopic level of an artificial neural network

  • Author

    Joya, G. ; Frias, J.J. ; Mar Marin, M. ; Sandoval, F.

  • Author_Institution
    Dept. de Arquitectura y Tecnologia de Computadores y Electron., Malaga Univ., Spain
  • Volume
    29
  • Issue
    20
  • fYear
    1993
  • Firstpage
    1775
  • Lastpage
    1777
  • Abstract
    New learning strategies deduced from a microscopic level study of the weights space of an artificial neural network (ANN) are presented. These strategies improve the efficiency of learning algorithms, reducing the amount of patterns to be presented to the ANN.
  • Keywords
    learning (artificial intelligence); neural nets; artificial neural network; efficiency; learning algorithms; learning strategies; microscopic level; weights space;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19931182
  • Filename
    274910
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1046060