FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions

Authors:
Prometeo Cortés Antonio;Ildar Batyrshin;Heron Molina Lozano;Luis A. Villa Vargas;Imre Rudas
Affiliations:
National Polytechnic Institute, Mexico;Mexican Petroleum Institute, Mexico;National Polytechnic Institute, Mexico;National Polytechnic Institute, Mexico;Obudu University, Hungria
Venue:
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Year:
2010

Citing 14
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Abstract

A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.