• DocumentCode
    880140
  • Title

    OSNet: a neural network implementation of order statistic filters

  • Author

    Shi, Pingnan ; Ward, Rabab K.

  • Author_Institution
    Dept. of Electr. Eng., British Columbia Univ., Vancouver, BC, Canada
  • Volume
    4
  • Issue
    2
  • fYear
    1993
  • fDate
    3/1/1993 12:00:00 AM
  • Firstpage
    234
  • Lastpage
    241
  • Abstract
    A dedicated neural network model called OSNet which finds the kth largest element in an array of real numbers is proposed. Its overall processing time is constant irrespective of the number of elements in the array and is four times the processing time of a single neuron. Networks of this kind may be used as building blocks for hardware implementation of order statistic filters. Examples of using OSNet for implementing various order statistic filters and for sorting are shown
  • Keywords
    filtering and prediction theory; neural nets; statistical analysis; OSNet; dedicated neural network model; order statistic filters; signal processing; sorting; Filters; Hardware; Image processing; Neural networks; Neurons; Signal processing; Sorting; Statistical distributions; Statistics; Very large scale integration;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.207611
  • Filename
    207611
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=880140