Title :
Fuzzy inference systems and artificial neural networks for continuous piecewise multilinear interpolation
Author_Institution :
Dept. of Electr. & Comput. Eng., Queensland Univ., St. Lucia, Qld., Australia
fDate :
9/3/1998 12:00:00 AM
Abstract :
Formulas are presented for structures for fuzzy inference systems and artificial neural networks whose output functions are equivalent to each other and to using continuous piecewise multilinearisation for interpolation on a regular grid. This result leads to alternative interpretations, initialisation methods, and implementations of the networks
Keywords :
piecewise-linear techniques; artificial neural networks; continuous piecewise multilinear interpolation; fuzzy inference systems; initialisation methods; regular grid;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19981252