Periodic Solutions and Global Attraction for N-Dimension Discrete-Time Neural Networks with Time-Varying Delays
Liang Zhang, Yong Wang, Hongxu Li, Liehui Zhang · Bulletin of the Belgian Mathematical Society - Simon Stevin · 2011
In this paper, easily verifiable conditions for the existence and global attraction of periodic solutions of n-dimension nonautonomous discrete-time neural networks with time-varying delays are established by using the well--known Gaines--Mawhin theorem and some analysis techniques. These results obtained are more generalizable than the previously known results. Moreover, an example is provided to illustrate the validity of our results.