A New Bi-directional Selection RBF NN Algorithm Based on Gaussian Function
一种基于Gaussian函数的双向选择径向基函数神经网络算法

RBF NN is an important Neutral Network algorithm. This paper summarizes the existing RBF NN algorithms and classifies it into forward-direction selection algorithm and back-direction selection algorithm. A new bi-directional selection RBF NN Algorithm based on Gaussian Function (BSRBF is proposed from the view of enhancing the capacity of generalization of Neutral Network.On the base of analyzing their advantages and disadvantages,this paper researches the elementary technologies and methods of the selection of nerve cell and set forth basis thought and steps of the algorithm. In the end, the validity of BSRBF algorithm is validated through an experiment.