Exponential Synchronization of Chaotic Neural Networks with Mixed Delays and Impulsive Effects via Output Coupling with Delay Feedback
In this paper, we deal with the exponential synchronization problem for a class of chaotic neural networks with mixed delays and impulsive effects via output coupling with delay feedback. The mixed delays in this paper include time-varying delays and unbounded distributed delays. by using a Lyapunov-Krasovskǐ functional, a drive-response concept and a linear matrix inequality (LMI) approach, several sufficient conditions are established that guarantee the exponential synchronization of the neural networks. Also, the estimation gains can be easily obtained. Finally, a numerical example and its simulation are given to show the effectiveness of the obtained results.
X. Li and M. Bohner, "Exponential Synchronization of Chaotic Neural Networks with Mixed Delays and Impulsive Effects via Output Coupling with Delay Feedback," Mathematical and Computer Modelling, Elsevier, Sep 2010.
The definitive version is available at https://doi.org/10.1016/j.mcm.2010.04.011
Mathematics and Statistics
Keywords and Phrases
chaotic neural network; drive-response conception; exponential synchronization; impulsive effects; mixed delays; output coupling
Article - Journal
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