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Izvorni znanstveni članak
https://doi.org/10.1080/00051144.2018.1552651

Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay

De-hui Lin ; State Key Laboratory of Industrial Control Technology, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou, People’s Republic of China
Jun Wu ; State Key Laboratory of Industrial Control Technology, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou, People’s Republic of China
Yang Zhu ; School of Civil and Environmental Engineering, Nanyang Technological University, Singapore
Jian-ping Cai ; Zhejiang University of Water Resources and Electric Power, Hangzhou, People’s Republic of China
Jian-ning Li ; School of Automation,Hangzhou Dianzi University, Hangzhou, People’s Republic of China

Puni tekst: engleski, pdf (1 MB) str. 382-390 preuzimanja: 114* citiraj
APA 6th Edition
Lin, D., Wu, J., Zhu, Y., Cai, J. i Li, J. (2018). Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay. Automatika, 59 (3-4), 382-390. https://doi.org/10.1080/00051144.2018.1552651
MLA 8th Edition
Lin, De-hui, et al. "Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay." Automatika, vol. 59, br. 3-4, 2018, str. 382-390. https://doi.org/10.1080/00051144.2018.1552651. Citirano 20.09.2020.
Chicago 17th Edition
Lin, De-hui, Jun Wu, Yang Zhu, Jian-ping Cai i Jian-ning Li. "Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay." Automatika 59, br. 3-4 (2018): 382-390. https://doi.org/10.1080/00051144.2018.1552651
Harvard
Lin, D., et al. (2018). 'Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay', Automatika, 59(3-4), str. 382-390. https://doi.org/10.1080/00051144.2018.1552651
Vancouver
Lin D, Wu J, Zhu Y, Cai J, Li J. Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay. Automatika [Internet]. 2018 [pristupljeno 20.09.2020.];59(3-4):382-390. https://doi.org/10.1080/00051144.2018.1552651
IEEE
D. Lin, J. Wu, Y. Zhu, J. Cai i J. Li, "Mean-square asymptotical synchronization control and robust analysis of discrete-time neural networks with time-varying delay", Automatika, vol.59, br. 3-4, str. 382-390, 2018. [Online]. https://doi.org/10.1080/00051144.2018.1552651

Sažetak
This paper investigates the controller design problem for mean-square asymptotical synchronization of discrete-time neural networks with time-varying delay. We proposed the design method of synchronization controller, which considered the nonlinearity of controller input.
Based on the designed controller, a delay-dependent synchronization criterion is proposed and formulated in the form of linear matrix inequalities (LMIs) by applying the Lyapunov function method. The result is extended to the delayed discrete-time neural network with uncertainty. Two numerical examples are presented to illustrate the effectiveness of the proposed method.

Ključne riječi
Asymptotical synchronization control; discrete-time neural networks; time-varying delay; controller nonlinearity; uncertainty

Hrčak ID: 225219

URI
https://hrcak.srce.hr/225219

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