• DocumentCode
    1303245
  • Title

    Analysis of a modified Hebbian rule

  • Author

    Piret, Philippe

  • Author_Institution
    Philips Res. Lab., Louvain-la-Neuve, Belgium
  • Volume
    36
  • Issue
    6
  • fYear
    1990
  • fDate
    11/1/1990 12:00:00 AM
  • Firstpage
    1391
  • Lastpage
    1397
  • Abstract
    A modified Hebbian rule using the matrix G=sgn(X TX) to induce a certain mapping is discussed. This mapping g is specified as soon as one has chosen the m×n matrix X over U to construct G by use of the above expression. The analysis of g relies on simple counting arguments and on the use of Stirling´s approximation to obtain asymptotic results
  • Keywords
    information theory; matrix algebra; Stirling´s approximation; asymptotic results; counting arguments; mapping; matrix; modified Hebbian rule; Error correction; Error probability; Helium; Laboratories; Upper bound;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.59934
  • Filename
    59934
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1303245