New LMI conditions for exponential synchronization of neural networks with time-varying delays
Manchun Tan · Computer Engineering and Applications Journal · 2011
The exponential synchronization is investigated for a class of chaotic nonlinear neural networks with time-varying delays.Based on Lyapunov functional method and linear matrix inequality approach,the exponential synchronization criteria of the derive-response structure of neural networks are obtained,some new sufficient conditions are established for the exponential synchronization of neural networks.One example is given to illustrate the feasibility and effectiveness of the results.