OSNet: a neural network implementation of order statistic filters

TitleOSNet: a neural network implementation of order statistic filters
Publication TypeJournal Article
Year of Publication1993
AuthorsShi, P., and R. K. Ward
JournalNeural Networks, IEEE Transactions on
Volume4
Pagination234 -241
Date Publishedmar.
ISSN1045-9227
Keywordsdedicated neural network model, filtering and prediction theory, neural nets, order statistic filters, OSNet, signal processing, sorting, statistical analysis
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

URLhttp://dx.doi.org/10.1109/72.207611
DOI10.1109/72.207611

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