Global synchronization of impulsive coupled delayed neural networks

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Abstract

This paper formulates and studies a model of impulsive coupled delayed neural networks. Based on stability theory of impulsive dynamical systems, a simple but less-conservative criterion is derived for global synchronization of such coupled neural networks. Furthermore, the theoretical result is applied to a typical chaotic delayed Hopfied neural networks, and is also illustrated by numerical simulations. © Springer-Verlag Berlin Heidelberg 2006.

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Zhou, J., Chen, T., Xiang, L., & Liu, M. (2006). Global synchronization of impulsive coupled delayed neural networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 3971 LNCS, pp. 303–308). Springer Verlag. https://doi.org/10.1007/11759966_47

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