๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Estimation of the Domain of Attraction and the Convergence Rate of a Hopfield Associative Memory and an Application

โœ Scribed by Jinde Cao; Qing Tao

Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
131 KB
Volume
60
Category
Article
ISSN
0022-0000

No coin nor oath required. For personal study only.

โœฆ Synopsis

In this paper, the domain of attraction of memory patterns and the exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are estimated. These results can be used for the evaluation of fault-tolerance capability and the synthesis procedures for Hopfield continuous feedback associative memory neural networks, and they are easy to check and apply in practice.

๐Ÿ“œ SIMILAR VOLUMES

Estimation on Domain of Attraction and C
Estimation on Domain of Attraction and Convergence Rate of Hopfield Continuous Feedback Neural Networks
โœ Jinde Cao; Qing Tao ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 93 KB

In this paper, some new estimation results on the domain of attraction of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are obtained. These results can be used for the evaluation of fault-tolerance capabilit

The estimation of a robust domain of att
The estimation of a robust domain of attraction using Gershgorin theorem
โœ N. Kazakova-Frehse; K. Frick ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 248 KB ๐Ÿ‘ 2 views

In this paper a method of determining a radius of a guaranteed robust region of attraction for nonlinear closed-loop uncertain systems is presented. The radius formula contains parameter-dependent eigenvalues of the matrix of the parametrized quadratic Lyapunov function. As these eigenvalues usually