Global stability in hopfield neural networks with distributed time delays
β Scribed by Jiye Zhang; Pingbo Wu; Huanyun Dai
- Book ID
- 107502284
- Publisher
- SP Science Press
- Year
- 2001
- Tongue
- English
- Weight
- 390 KB
- Volume
- 18
- Category
- Article
- ISSN
- 0217-9822
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This paper studies the problems of global exponential stability of high-order Hopfield-type neural networks with s-type distributed time delays. By using the topological degree theory and differential inequality technique, we prove existence of the equilibrium point and global existence of the solut
In this paper, by means of constructing the extended impulsive delayed Halanay inequality and by Lyapunov functional methods, we analyze the global exponential stability and global attractivity of impulsive Hopfield neural networks with time delays. Some new sufficient conditions ensuring exponentia