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In this paper, we study the synchronization problem for a wide class of weighted complex dynamical networks with nonlinear perturbations. We provide some conditions that ensure the robust (exponential) synchronization of weighted complex dynamical networks. Particularly, the main synchronization results in - can be recovered by our results. Numerical simulations are given to demonstrate our proposed robust synchronization approach.