A new computational approach for high capacity multiple rule FAMs

Proceedings of the 11th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2007

Volumn , Issue , 2007, Pages 51-56

  Boutalis, Yiannis S ^a   Chois, Stelios ^a   Kottas, Theodore L ^a  

^a DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

Fuzzy Associative Memory (FAM); Multiple rule multivariable inference; Perfect recall theorem

Indexed keywords

ARTIFICIAL INTELLIGENCE; ASSOCIATIVE PROCESSING; DATA STORAGE EQUIPMENT; FUZZY LOGIC; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; SOFT COMPUTING;

ANTECEDENT VARIABLES; COMPUTATIONAL APPROACHES; FUZZY ASSOCIATIVE MEMORIES; FUZZY ASSOCIATIVE MEMORY (FAM); HIGH CAPACITIES; MAMDANI; MULTIPLE RULE - MULTIVARIABLE INFERENCE; MULTIVARIABLE; PERFECT RECALL THEOREM; RULE BASIS; STORAGE CAPACITIES;

FUZZY INFERENCE;

EID: 54949115456     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. R. R Yager and L. A. Zadeh, Eds., "An Introduction to Fuzzy Logic Applications in Intelligent Systems", (Boston, MA: Kluwer, 1992).
2. C. C Lee, "Fuzzy logic in control systems: Fuzzy logic controller - Parts I and II," IEEE Transactions on Systems, Man and Cybernetics, 20, March/April 1990, 404-435.
3. B. Kosko, "Fuzzy Engineering", (Englewood Cliffs, NJ: Prentice-Hall, 1997).
4. D. Dubois and H. Prade, "What are fuzzy rules and how to use them:", Fuzzy Sets and Systems, 84, 1996, 169-185.
5. D. Dubois, H. Prade and L. Ughetto, "A new perspective on reasoning with fuzzy rules", Intenational Journal of Intelligent Systems, 18, 2003, 541-567.
6. B. Kosko, "Neural Networks and Fuzzy Systems", (Englewood Cliffs, NJ: Prentice-Hall, 1992).
7. F.-L. Chung and T. Lee, "Fuzzy Competitive Learning", IEEE Transactions on Neural Networks, 7 (3), 1994, 539-552.
8. Y. H. Pao, "Adaptive Pattern Recognition and Neural Networks", (New York: Addison-Wesley, 1989).
9. A. Di Nola, W. Pedrycz and S. Sessa, "An aspect of discrepancy in the implementation of modus ponens in the presence of fuzzy quantities", International Journal of Approximate Reasoning, 3, 1989, 259-265.
10. F.-L. Chung and T. Lee, "On Fuzzy Associative Memory with Multiple-Rule Storage Capacity", IEEE Transactions on Fuzzy Systems, 4(3), August 1996, 375-384.
11. W. Pedrycz, "Processing in relational structures: Fuzzy relational equations", Fuzzy Sets & Systems, 40, 1991, 77-106.
12. T. Kottas, S. Chois and Y. Boutalis, "A new Method for the Accurate Construction of High Capacity Multiple Rule FAMs", IEEE, Trans. On Fuzzy systems, submitted, 2007.