Journal
NEUROCOMPUTING
Volume 412, Issue -, Pages 312-319Publisher
ELSEVIER
DOI: 10.1016/j.neucom.2020.06.080
Keywords
Anti-synchronization; CVNNs; Leakage delay; Time-varying delays
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Funding
- National Natural Science Foundation of China [61503222, 61803220]
- Research Fund for the Taishan Scholar Project of Shandong Province of China
- Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China [2019KJI005, 2019KJN024]
- SDUST Research Fund
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This paper discusses the anti-synchronization control of complex-valued neural networks(CVNNs) with leakage delay and time-varying delays. Based on different types of activation functions meeting different assumption conditions, via some inequalities techniques and the Lyapunov approach, some sufficient conditions are acquired of the anti-synchronization of CVNNs by choosing the suitable controllers. Finally, two examples are presented to validate the effectiveness of the obtained criteria. (c) 2020 Elsevier B.V. All rights reserved.
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