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Global Exponential Stability of a General Class of Recurrent Neural Networks with Variable Delays

โœ Scribed by Zhenyuan Guo; Lihong Huang

Book ID
107668226
Publisher
Springer-Verlag
Year
2011
Tongue
English
Weight
244 KB
Volume
19
Category
Article
ISSN
0971-3514

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๐Ÿ“œ SIMILAR VOLUMES

Global exponential stability of a class
Global exponential stability of a class of neural networks with variable delays
โœ W. Zheng; J. Zhang ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 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