Abstract: In this study, we further study the complex dynamical networks with time-varying inner-coupling functions and time delays. Based on the theory of asymptotic stability of linear time-delay systems, several synchronization criteria are established for such network. As illustrative examples, we use the networks with coupling delays and a given coupling scheme to test the theoretical results.