Existence and exponential stability of almost-periodic solutions for high-order Hopfield neural networks
β Scribed by Yuehua Yu; Mingshan Cai
- Publisher
- Elsevier Science
- Year
- 2008
- Tongue
- English
- Weight
- 224 KB
- Volume
- 47
- Category
- Article
- ISSN
- 0895-7177
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π SIMILAR VOLUMES
In this paper high-order Hopfield neural networks (HHNNs) with time-varying delays are considered. Sufficient conditions for the existence and exponential stability of anti-periodic solutions are established, which are new and complement previously known results.
## 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