Existence and Global Exponential Stability of Periodic Solution of Cellular Neural Networks with Delay and Impulses
β Scribed by Hui Wang; Chuandong Li; Hongbing Xu
- Publisher
- Springer
- Year
- 2010
- Tongue
- English
- Weight
- 303 KB
- Volume
- 58
- Category
- Article
- ISSN
- 1422-6383
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## Abstract This paper proposes a class of more general model of recurrent neural networks with __functional__ delay, which has been found more suitable to apply directly. Simple and easily checkable conditions of existence, uniqueness, and global exponential stability of periodic solution for the
In this paper, we study the problem of global exponential stability for cellular neural networks (CNN) with time-varying delays and fixed moments of impulsive effect. We establish several stability criteria by employing Lyapunov functions and the Razumikhin technique.