This paper applies the fuzzy neural networks to the active control of the structures. The structures under the earthquake excitation will be controlled through the use of fuzzy associative memory (FAM) networks without knowing the models and parameters of the structures. The results of the numerical simulations indicate that this controller has a good capability of adapting changing environment and a good effect on reducing the vibration of the structures.