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

Prometeo Cortés Antonio, Ildar Batyrshin, Heron Molina Lozano, Luis A. Villa Vargas, I. Rudas

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pages487-499
Number of pages13
Volume6438 LNAI
EditionPART 2
DOIs
Publication statusPublished - 2010
Event9th Mexican International Conference on Artificial Intelligence, MICAI 2010 - Pachuca, Mexico
Duration: Nov 8 2010Nov 13 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume6438 LNAI
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other9th Mexican International Conference on Artificial Intelligence, MICAI 2010
CountryMexico
CityPachuca
Period11/8/1011/13/10

Fingerprint

FPGA Implementation
Fuzzy systems
Membership functions
Membership Function
Fuzzy Systems
Field programmable gate arrays (FPGA)
Computer hardware description languages
Fuzzy sets
Hardware Design
T-norm
Fuzzy Model
Hardware
Fuzzy Sets
Triangular
Monotone

Keywords

  • Altera
  • conjunction
  • FPGA
  • fuzzy system
  • VHDL

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

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) (PART 2 ed., Vol. 6438 LNAI, pp. 487-499). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6438 LNAI, No. PART 2). https://doi.org/10.1007/978-3-642-16773-7_42

FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. / Cortés Antonio, Prometeo; Batyrshin, Ildar; Molina Lozano, Heron; Villa Vargas, Luis A.; Rudas, I.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6438 LNAI PART 2. ed. 2010. p. 487-499 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6438 LNAI, No. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cortés Antonio, P, Batyrshin, I, Molina Lozano, H, Villa Vargas, LA & 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). PART 2 edn, vol. 6438 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 6438 LNAI, pp. 487-499, 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, 11/8/10. https://doi.org/10.1007/978-3-642-16773-7_42
Cortés Antonio P, Batyrshin I, Molina Lozano H, Villa Vargas LA, Rudas I. 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). PART 2 ed. Vol. 6438 LNAI. 2010. p. 487-499. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). https://doi.org/10.1007/978-3-642-16773-7_42
Cortés Antonio, Prometeo ; Batyrshin, Ildar ; Molina Lozano, Heron ; Villa Vargas, Luis A. ; Rudas, I. / FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6438 LNAI PART 2. ed. 2010. pp. 487-499 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).
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