New criteria on exponential synchronization and existence of periodic solutions of complex BAM networks with delays
Chao Yang, Lihong Huang · The Journal of Nonlinear Sciences and Applications · 2017
In this paper, we study a class of time-delayed BAM neural networks with discontinuous activations. Base on the framework of differential inclusion theory and set-valued analysis, by designing discontinuous feedback controller and using some analytic methods, easily verifiable delay-independent criteria are established to guarantee the existence of periodic solution and global exponential synchronization of the drive-response system. Finally, we give a numerical example to illustrate our theoretical analysis. The obtained results are essentially new and they extend previously known results.