Title :
Estimation of attraction domain and exponential convergence rate of continuous feedback associative memory
Author :
Cao, Jinde ; Li, Qiong
Author_Institution :
Dept. of Appl. Math., Southeast Univ., Nanjing, China
Abstract :
We revisit the study of the attraction domain of memory patterns and exponential convergence rate of the network trajectory memory patterns for the continuous feedback associative memory by using some analysis techniques and the Lyapunov method. Some new estimation results are obtained and can be used for the evaluation of fault-tolerance capability and synthesis procedures of continuous feedback associative memory networks
Keywords :
Lyapunov methods; content-addressable storage; convergence; fault tolerance; feedback; neural nets; Lyapunov method; attraction domain; continuous feedback associative memory; exponential convergence rate; fault-tolerance; neural networks; Associative memory; Convergence; Feedback; Mathematics;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.863355
