An analysis of global robust stability of neural networks with discrete time delays |
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Institution: | 1. Istanbul University, Department of Electronics, 34320 Avcilar, Turkey;2. Istanbul University, Department of Computer Engineering, 34320 Avcilar, Turkey |
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Abstract: | This Letter presents a new sufficient condition for the existence, uniqueness and global robust asymptotic stability of the equilibrium point for neural networks with discrete time delays. The obtained condition can be easily verified as it is in terms of the network parameters only. Some numerical examples are given to compare our results with previous robust stability results derived in the literature. |
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