Discrete-Time Counterparts of Impulsive Hopfield Neural Networks with Leakage Delays

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Abstract

A discrete-time counterpart of a class of Hopfield neural networks with impulses and concentrated and infinite distributed delays as well as a small delay in the leakage terms is introduced. Sufficient conditions for the existence and global exponential stability of a unique equilibrium point of the discrete-time system considered are obtained. © Springer Science+Business Media New York 2013.

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Akça, H., Covachev, V., & Covacheva, Z. (2013). Discrete-Time Counterparts of Impulsive Hopfield Neural Networks with Leakage Delays. In Springer Proceedings in Mathematics and Statistics (Vol. 47, pp. 351–358). Springer New York LLC. https://doi.org/10.1007/978-1-4614-7333-6_28

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