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.
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Zhou, J., Chen, T., Xiang, L., Liu, M. (2006). Global Synchronization of Impulsive Coupled Delayed Neural Networks. In: Wang, J., Yi, Z., Zurada, J.M., Lu, BL., Yin, H. (eds) Advances in Neural Networks - ISNN 2006. ISNN 2006. Lecture Notes in Computer Science, vol 3971. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11759966_47
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DOI: https://doi.org/10.1007/11759966_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34439-1
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