DocumentCode
2870674
Title
A fuzzy associative memory pattern classifier
Author
Zhong, Xire ; Xinbo, Gao ; Weixin, Xie
Author_Institution
Sch. of EE, Xidian Univ., Xi´´an, China
Volume
2
fYear
1998
fDate
1998
Firstpage
1217
Abstract
Firstly, a fuzzy associative memory pattern classifier (FAMPC) based on fuzzy set maps and the generation method of fuzzy rules is presented. Secondly, a fuzzy neural network is developed to realize the classifier based on fuzzy-neural hybrid system theories. Finally, the advantages of FAMPC are shown with an experiment by comparing it with the conventional method. The results show that FAMPC can obtain satisfactory recognition performance
Keywords
content-addressable storage; fuzzy set theory; knowledge based systems; neural nets; pattern classification; FAMPC; fuzzy associative memory pattern classifier; fuzzy neural network; fuzzy rules; fuzzy set maps; fuzzy-neural hybrid system theories; Associative memory; Frequency; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Intelligent systems; Large Hadron Collider; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-4325-5
Type
conf
DOI
10.1109/ICOSP.1998.770837
Filename
770837
Link To Document