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.