• DocumentCode
    166748
  • Title

    On the Number of S-Threshold Functions on Not Necessarily Binary Input

  • Author

    Pantovic, J. ; Ghilezan, Silvia ; Unic, Jovia

  • Author_Institution
    Fac. of Tech. Sci., Univ. of Novi Sad, Novi Sad, Serbia
  • fYear
    2014
  • fDate
    19-21 May 2014
  • Firstpage
    13
  • Lastpage
    18
  • Abstract
    In this paper we consider S-threshold functions defined on not necessarily binary input. By S-threshold function, in an arbitrary dimension we mean a function which can be written as a linear combination of monomials from a predefined set. First, we determine sets of discrete moments which uniquely determine such functions. Based on these, we derive a generic formula for the upper bound of the functions considered. The formula is generic because it works in all dimensions, on any input size, and for any set of monomials used to define certain S-threshold function. Even though the formula is very generic it gives some improvements of the well-known results.
  • Keywords
    functions; set theory; S-threshold functions; discrete moments; linear monomial combination; not necessarily binary input; predefined set; upper bound; Educational institutions; Encoding; Image coding; Performance analysis; Upper bound; Threshold function; discrete moments; encoding; enumerating; neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multiple-Valued Logic (ISMVL), 2014 IEEE 44th International Symposium on
  • Conference_Location
    Bremen
  • ISSN
    0195-623X
  • Type

    conf

  • DOI
    10.1109/ISMVL.2014.11
  • Filename
    6844989