Global robust exponential stability for Cohen-Grossberg neural networks with time-varying delays

Xiaolin Li, Jia Jia
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Abstract

Global robust exponential stability problems for Cohen-Grossberg neural networks are investigated in this paper. New sufficient conditions are derived to ensure the global robust exponential stability of the equilibrium point by using a new inequality and linear matrix inequality technique. A numerical example is given to show the effectiveness of the theoretical results.
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时变时滞Cohen-Grossberg神经网络的全局鲁棒指数稳定性
研究了Cohen-Grossberg神经网络的全局鲁棒指数稳定性问题。利用新的不等式和线性矩阵不等式技术,导出了保证平衡点全局鲁棒指数稳定的新的充分条件。最后通过数值算例验证了理论结果的有效性。
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