【摘要】 用在线学习算法和梯度法为学习规则,推导了径向基函数神经网络的在线学习算法,将影响网络输出的各个参数的学习过程作为一个整体来处理,并用Matlab实现了此算法.最后用一个26个印刷体大写英文字母的识别来验证此算法.实验的结果表明了该算法的正确性和有效性.更多还原

【Abstract】 The paper presents the on_line learning algorithm of Radial Basis Function Neural Networks, using on_line learning algorithm ideal and gradient descent as learning rule. The parameters that have effect on output are trained altogether in the algorithm. We implement the algorithm in use of Matlab. Finally, we use printed English letter recognition to validate the algorithm. The result proves that the algorithm is right and effective.更多还原