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.