Based on the invariance principle of differential equation, a simple adaptive control method was proposed to synchronize the dynamical networks with the general coupling functions. Compared with other previous adaptive control methods, only one node’s states were used as target orbit to design the controller. This improvement can reduce the dimension of the system and amount of information transmitted among the nodes. To show the effectiveness of the proposed method, some numerical simulations were performed.