Abstract: The active control of structural free vibration using fuzzy associative memory networks controller is studied in this paper. The controller needs little knowledge about the parameters of the structure in the control process. The results of simulated realistic processes indicate that this controller has a good stability and adaptability. The vibration of the controled structure attenuates rapidly. The controller is simple in construction.