• DocumentCode
    1303580
  • Title

    L1 normalisation in neural networks using parallel automatic level control

  • Author

    Perfetti, Renzo

  • Author_Institution
    Roma Univ., Italy
  • Volume
    26
  • Issue
    2
  • fYear
    1990
  • Firstpage
    82
  • Lastpage
    84
  • Abstract
    A simple circuit that performs L1 normalisation of positive-valued parallel inputs is proposed. It can be utilised to implement ´on-line´ normalisation of input patterns or weight vectors in neural networks based on competitive learning mechanisms. A modified scheme with high linearity is also presented.
  • Keywords
    analogue computer circuits; learning systems; neural nets; L 1 normalisation; circuit; competitive learning mechanisms; high linearity; input pattern normalisation; modified scheme; neural networks; on line normalisation; parallel automatic level control; positive-valued parallel inputs; weight vectors;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19900055
  • Filename
    82471
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1303580