Abstract: The normal form of high-dimension with double-zero and hyperbolic eigenvalues is further reduced and researched based on combining the technique of multi-Lie brackets and the transformation with the parameters.The conclusion is drawn that the seventh-order normal form and fourth-order normal form have the same form of high-dimension nonlinear dynamical systems.