Exponential stability and spectral analysis of a delayed ring neural network with a small-world connection
โ Scribed by Dong-Xia Zhao; Jun-Min Wang
- Book ID
- 113077169
- Publisher
- Springer Netherlands
- Year
- 2011
- Tongue
- English
- Weight
- 681 KB
- Volume
- 68
- Category
- Article
- ISSN
- 0924-090X
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This paper considers the problem of exponential stability analysis of neural networks with time-varying delays. The activation functions are assumed to be globally Lipschitz continuous. A linear matrix inequality (LMI) approach is developed to derive sufficient conditions ensuring the delayed neural
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