• DocumentCode
    1242548
  • Title

    On the robust design of k-winners-take-all networks

  • Author

    Perfetti, R.

  • Author_Institution
    Istituto di Elettronica, Perugia Univ., Italy
  • Volume
    42
  • Issue
    1
  • fYear
    1995
  • fDate
    1/1/1995 12:00:00 AM
  • Firstpage
    55
  • Lastpage
    58
  • Abstract
    A design methodology of k-Winners-Take-All (k-WTA) networks is proposed. The design is optimal in the sense that the allowed relative deviation from the nominal parameter values is maximized, while preserving a correct k-WTA behavior. Accuracy requirements do not limit the network size but only the number of winners
  • Keywords
    neural nets; stability; WTA behavior; design methodology; k-winners-take-all networks; robust design; Character generation; Circuits; Design methodology; Digital signal processing; Equations; Pattern recognition; Robustness; Terminology;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7130
  • Type

    jour

  • DOI
    10.1109/82.363539
  • Filename
    363539
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1242548