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Global Exponential Stability and Global Convergence in Finite Time of Neural Networks with Discontinuous Activations

โœ Scribed by Sitian Qin; Xiaoping Xue


Publisher
Springer US
Year
2009
Tongue
English
Weight
301 KB
Volume
29
Category
Article
ISSN
1370-4621

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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