𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Global exponential stability of a class of neural networks with delays

✍ Scribed by Feng-jian Yang; Chao-long Zhang; Chuan-yong Chen; Xin-ming Chen

Publisher
Institute of Applied Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society
Year
2008
Tongue
English
Weight
180 KB
Volume
25
Category
Article
ISSN
0168-9673

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

Global exponential stability of a class
Global exponential stability of a class of neural networks with variable delays
✍ W. Zheng; J. Zhang πŸ“‚ Article πŸ“… 2005 πŸ› Elsevier Science 🌐 English βš– 441 KB

In this paper, the conditions ensuring existence, uniqueness, and global exponential stability of the equilibrium point of a class of neural networks with variable delays are studied. Without assuming global Lipschitz conditions on these activation functions, applying idea of vector Lyapunov functio

Global exponential stability for a class
Global exponential stability for a class of generalized delayed neural networks with impulses
✍ Qiang Xi πŸ“‚ Article πŸ“… 2011 πŸ› John Wiley and Sons 🌐 English βš– 152 KB

In this paper, by utilizing Lyapunov functional method, the quality of negative definite matrix and the linear matrix inequality approach, the global exponential stability of the equilibrium point for a class of generalized delayed neural networks with impulses is investigated. A new criterion on gl

Global exponential periodicity and globa
Global exponential periodicity and global exponential stability of a class of recurrent neural networks with various activation functions and time-varying delays
✍ Boshan Chen; Jun Wang πŸ“‚ Article πŸ“… 2007 πŸ› Elsevier Science 🌐 English βš– 624 KB

The paper presents theoretical results on the global exponential periodicity and global exponential stability of a class of recurrent neural networks with various general activation functions and time-varying delays. The general activation functions include monotone nondecreasing functions, globally