Title :
A fuzzy associative memory pattern classifier
Author :
Zhong, Xire ; Xinbo, Gao ; Weixin, Xie
Author_Institution :
Sch. of EE, Xidian Univ., Xi´´an, China
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;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770837
