Nonlinear mapping performance analysis of the polynomial perceptron
Zengjun Xiang, Guangguo Bi · Electronics Letters · 1992
The nonlinear mapping ability of the polynomial perceptron (PP) is analysed, which shows that any continuous functions can be approximated to any given accuracy by the polynomial perceptron with small degree L (L ≥ 2) and the nonlinear mapping ability of the PP is approximately the game as that of the multilayer perceptron (MLP). Numerical results are given.