Analysis and Comparison of the Structure and Performance of Several Local Neural Networks

The paper synthesizes the local neural networks, analyzes and compares the structures and functions of three local networks CMAC, B-spline and RBF, which are often used to approach functions. Then it discusses the structure of ART-2, depicts their fuzzy structures and performances based on the fuzzy model of these local networks. The study and analysis in the paper are useful for selecting and designing local neural networks.