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.
Citation
Akça, H., Covachev, V., & Covacheva, Z. (2013). Discrete-time counterparts of impulsive Hopfield neural networks with leakage delays. In Differential and Difference Equations with Applications (pp. 351-358). Springer, New York, NY.