Passivity analysis for delayed discontinuous neural networks |
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| Authors: | Jian Xiao Zhigang Zeng Wenwen Shen |
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| Affiliation: | 1. School of Automation, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
2. Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Wuhan, 430074, China
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| Abstract: | In this paper, we have integrated the passivity of delayed neural networks with discontinuous activations which are unbounded. Based on differential inclusion theory and nonsmooth analysis, some sufficient conditions are presented by means of the generalized Lyapunov method. The results are established in form of linear matrix inequality. In addition, Some numerical examples are proposed to show the effectiveness of the developed results. |
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