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New LMI-based criteria for global robust stability of delayed neural networks |
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| Authors: | Vimal Singh |
| Institution: | Department of Electrical–Electronics Engineering, Atilim University, Ankara 06836, Turkey |
| Abstract: | Some novel, linear matrix inequality based, criteria for the uniqueness and global robust stability of the equilibrium point of Hopfield-type neural networks with delay are presented. A comparison of the present criteria with the previous criteria is made. |
| Keywords: | Dynamical interval neural networks Equilibrium analysis Global robust stability Hopfield neural networks Lyapunov methods Neural networks |
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