Mengxiao Deng, Yali Dong, Mengying Ding, "Finite-time Stabilization for Uncertain Neural Networks Withtime-varying Delay," WSEAS Transactions on Systems, vol. 19, pp. 212-218, 2020, DOI:10.37394/23202.2020.19.27
Mengxiao Deng, Yali Dong, Mengying Ding. Finite-time Stabilization for Uncertain Neural Networks Withtime-varying Delay.
WSEAS Transactions on Systems. 2020;19:212-218. 10.37394/23202.2020.19.27
WSEAS Transactions on Systems
Print ISSN: 1109-2777, E-ISSN: 2224-2678
Volume 19, 2020
Finite-time Stabilization for Uncertain Neural Networks Withtime-varying Delay
Authors: , ,
Abstract: In this paper, the problems of finite-time boundedness and control design for uncertain neural networks with time-varying delay is considered. By constructing Lyapunov-Krasovskii function and using the matrix inequality method, sufficient conditions for finite-time boundedness of a class of neural networks with time-varying delay are established. Then, we proposed a criterion to ensure that the neural networks with time-varying delay is finite-time stabilizable. A numerical example is given to verify the validity of the results.
Keywords:
Finite-time boundedness, stabilization, uncertain neural networks, Lyapunov-Krasovskii functional, time-varying delay.
Pages: 212-218 WSEAS Transactions on Systems, ISSN / E-ISSN: 1109-2777 / 2224-2678, Volume 19, 2020, Art. #27 DOI: 10.37394/23202.2020.19.27
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