Finite-time robust stabilization of uncertain delayed neural networks with discontinuous activations via delayed feedback control

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• 作者：Leimin Wang ; Yi Shen ; ^{yishen64@163.com" class="auth_mail" title="E-mail the corresponding author} ; Yin Sheng
• 关键词：Delayed neural networks (DNNs) ; Finite-time robust stabilization ; Discontinuous activations ; Parameter uncertainties ; Delayed controller ; Settling time
• 刊名：Neural Networks
• 出版年：2016
• 出版时间：April 2016
• 年：2016
• 卷：76
• 期：Complete
• 页码：46-54
• 全文大小：822 K

文摘

This paper is concerned with the finite-time robust stabilization of delayed neural networks (DNNs) in the presence of discontinuous activations and parameter uncertainties. By using the nonsmooth analysis and control theory, a delayed controller is designed to realize the finite-time robust stabilization of DNNs with discontinuous activations and parameter uncertainties, and the upper bound of the settling time functional for stabilization is estimated. Finally, two examples are provided to demonstrate the effectiveness of the theoretical results.