DocumentCode
2014291
Title
Estimation of attraction domain and exponential convergence rate of Hopfield-type associative memory neural network
Author
Cai, Guanghui ; Shi, Jihong
Author_Institution
Dept. of Commun., Yunnan Univ., Kunming, China
Volume
3
fYear
2002
fDate
2002
Firstpage
2435
Abstract
In this paper, some estimation results about the attraction domain of memorized patterns and the exponential convergence rate of the network trajectories to the memorized patterns for continuous associative memory neural networks are obtained. These results can be used for the evaluation of error-correction capability and synthesis procedures for continuous associative memory neural networks. We give one design example to demonstrate the effectiveness of our theorems.
Keywords
Hopfield neural nets; content-addressable storage; convergence; error correction; Hopfield-type network; attraction domain; continuous associative memory; error correction; exponential convergence; memorized patterns; neural networks; Associative memory; Automation; Convergence; Electronic mail; Error correction; Gold; Hopfield neural networks; Intelligent control; Network synthesis; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN
0-7803-7268-9
Type
conf
DOI
10.1109/WCICA.2002.1021529
Filename
1021529
Link To Document