Robust passivity analysis of a class of discrete-time stochastic neural networks |
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| Authors: | Guodong Shi Qian Ma Yi Qu |
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| Affiliation: | 1. School of Information Science and Engineering, Changzhou University, Changzhou, 213164, People’s Republic of China
2. School of Automation, Nanjing University of Science and Technology, Nanjing, 210094, People’s Republic of China
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| Abstract: | This paper addresses the passivity problem of a class of discrete-time stochastic neural networks with time-varying delays and norm-bounded parameter uncertainties. New delay-dependent passivity conditions are obtained by using a novel Lyapunov functional together with the linear matrix inequality approach. Numerical examples show the effectiveness of the proposed method. |
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