%0 Journal Article
%T A New Bi-directional Selection RBF NN Algorithm Based on Gaussian Function<br>一种基于Gaussian函数的双向选择径向基函数神经网络算法
%A HUANG Hong-Tao
%A <br>黄宏涛
%J 计算机科学
%D 2007
%I 
%X 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.
%K NN
%K RBF
%K Gaussian function
%K Bi-directional selection
%K Algorithm<br>神经网络
%K 径向基函数
%K Gaussian函数
%K 双向选择
%K 算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=1E8759907DE65478D974DBC7A28A1C79&yid=A732AF04DDA03BB3&vid=339D79302DF62549&iid=DF92D298D3FF1E6E&sid=CC0ECB9C52F1B85F&eid=527AEE9F3446633A&journal_id=1002-137X&journal_name=计算机科学&referenced_num=2&reference_num=6