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2005 | OriginalPaper | Chapter
Global Exponential Stability of Non-autonomous Delayed Neural Networks
Authors : Qiang Zhang, Dongsheng Zhou, Xiaopeng Wei
Published in: Computational Intelligence and Security
Publisher: Springer Berlin Heidelberg
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Global exponential stability of non-autonomous delayed neural networks is discussed. A new sufficient condition ensuring the exponential stability for this type of neural networks by constructing a new suitable Lyapunov functionals. Since the condition does not impose boundedness on activation functions, it is less restrictive than some established in the earlier literature.