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

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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. © 2010 Springer-Verlag.

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Cortés Antonio, P., Batyrshin, I., Molina Lozano, H., Villa Vargas, L. A., & Rudas, I. (2010). FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6438 LNAI, pp. 487–499). https://doi.org/10.1007/978-3-642-16773-7_42

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