Abstract
In this paper, a slight generalization of the celebrated continuous Halanay inequality is developed, a discrete analogue of the continuous Halanay inequality is proved. Using continuous and discrete Halanay time-delayed inequalities, we derived some sufficient conditions for the global exponential (asymptotic) stability of equilibrium point of neural networks.
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Huang, J., Liu, J. (2009). Continuous and Discrete Halanay Delayed Inequalities and Their Applications in Stability of Neural Networks. In: Yu, W., He, H., Zhang, N. (eds) Advances in Neural Networks – ISNN 2009. ISNN 2009. Lecture Notes in Computer Science, vol 5551. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01507-6_31
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DOI: https://doi.org/10.1007/978-3-642-01507-6_31
Publisher Name: Springer, Berlin, Heidelberg
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