Abstract: This paper study the bearing capacity of composite foundation with rammed expanded pile, in which BP neural network model is utilized, and some key problems are discussed about the parameters selecting, data collecting and processing and network constituting. The result is satisfactorily obtained by the training and verification of specimen.