𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Global Convergence and Asymptotic Stability of Asymmetric Hopfield Neural Networks

✍ Scribed by Z.B. Xu; C.P. Kwong


Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
639 KB
Volume
191
Category
Article
ISSN
0022-247X

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


M-matrices and global convergence of dis
✍ Mauro Forti πŸ“‚ Article πŸ“… 2007 πŸ› John Wiley and Sons 🌐 English βš– 334 KB

## Abstract The paper considers a general class of neural networks possessing discontinuous neuron activations and neuron interconnection matrices belonging to the class of __M__‐matrices or __H__‐matrices. A number of results are established on global __exponential__ convergence of the state and o

Estimation on Domain of Attraction and C
✍ Jinde Cao; Qing Tao πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 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

Exponential stability of Hopfield neural
✍ Xiaodi Li πŸ“‚ Article πŸ“… 2010 πŸ› John Wiley and Sons 🌐 English βš– 162 KB

In this paper, by utilizing the Lyapunov functionals, the analysis method and the impulsive control, we analyze the exponential stability of Hopfield neural networks with time-varying delays. A new criterion on the exponential stabilization by impulses and the exponential stabilization by periodic i