ISSN 1817-2172, рег. Эл. № ФС77-39410, ВАК

Differential Equations and Control Processes
(Differencialnie Uravnenia i Protsesy Upravlenia)

Guaranteed Cost Control of Neural Networks with Various Activation Functions and Mixed Time-Varying Delays in State and Control


Mai Viet Thauan

College of Sciences,
Thainguyen university,
Thainguyen City, Vietnam


This article studies a guaranteed cost control problem for a class of neural networks with various activation functions and mixed time-varying delays in state and control. Attention is focused on the design of memory feedback controller such that the resulting closed-loop system is exponentially stable and an adequate level of performance is also guaranteed. Using the Lyapunov method and linear matrix inequality technique, a criteria for the existence of the controller are derived in terms of LMIs. A numerical example is included to illustrate the effectiveness of our results.

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