Digital Hardware Implementation of High Dimensional Fuzzy Systems

Authors:
Pablo Echevarria;M. Victoria Martínez;Javier Echanobe;Inés Campo;Jose M. Tarela
Affiliations:
University of the Basque Country, Apartado 644. 48080 Bilbao, Spain;University of the Basque Country, Apartado 644. 48080 Bilbao, Spain;University of the Basque Country, Apartado 644. 48080 Bilbao, Spain;University of the Basque Country, Apartado 644. 48080 Bilbao, Spain;University of the Basque Country, Apartado 644. 48080 Bilbao, Spain
Venue:
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Year:
2007

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Abstract

This paper presents an algorithm to compute high dimensional piecewise linear (PWL) functions with simplicial division of the input domain, and introduces the circuit scheme for its implementation in a FPGA. It is also investigated how to modify this algorithm and implementation to compute a class of PWL fuzzy systems.