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
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;
Conference_Titel :
Multiple-Valued Logic (ISMVL), 2014 IEEE 44th International Symposium on
Conference_Location :
Bremen
DOI :
10.1109/ISMVL.2014.11