A new chaotic sequence generation method,based on the RBF neural network,which has the strong learning ability and nonlinear function approximation capacity and a new chaotic encryption with this method are proposed in this paper.Experimental results show that this scheme can very easily generate much more chaotic sequences with desirable statistical properties than single chaotic map by changing weights of this RBF neural network and this new chaotic encryption has higher security and sensitirity.