期刊
NEUROCOMPUTING
卷 249, 期 -, 页码 64-71出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.neucom.2017.03.017
关键词
Finite-time synchronization; Switched coupling; Delayed neural networks; Discontinuous activations
资金
- National Natural Science Foundation of China [11626100, 11371127]
- Natural Science Foundation of Hunan Province [2016JJ3078]
- Scientific Research Youth Project of Hunan Provincial Education Department [16B133]
In this paper, we study a class of coupled time-delayed neural networks with discontinuous activations. Based on the new analysis techniques, framework of nonsmooth analysis, differential inclusion theory, both discontinuous controller and novel controller with continuous part are considered to realize the finite-time synchronization for discontinuous coupled neural networks. Some criteria are investigated in detail on constructing suitable Lyapunov functions cover 1-norm and quadratic-form, which were considered separately in the past. Finally, numerical examples are provided to show the correctness of our analysis. Our results are essentially new and they extend previously known researches. (C) 2017 Elsevier B.V. All rights reserved.
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