Abstract: The artificial neural networks have been widely used in very kinds of areas, especially they are paid great attention to the applications in intelligent system of nonlinear modeling, design of controller, pattern classification and recognition, association memory and optimal calculation. A survey of neural networks from identifications and controller design to the different system structures in system control are given, including feature comparisons between their functions.