%0 Journal Article
%T Second Order Fast Learning Algorithm of BP Neural Network Via PID Control<br>BP网络的PID型二阶快速学习算法
%A Deng Zhidong
%A Sun Zengqi
%A Liu Jianwei
%A <br>邓志东
%A 孙增圻
%A 刘建伟
%J 自动化学报
%D 1995
%I 
%X In this paper a second order fast learning algorithm of BP neural network,based on PID concepts, is proposed and a necessary condition and a good convergence region of learning parameter are derived. An example of nonlinear sine function is illustrated by simulation, which shows that the learning speed of the procedure described here is at least increased by 22 times more than the standard BP algorithm.
%K BP neural network
%K PID control
%K fast learning algorithm<br>PID控制
%K 快速学习算法
%K 神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=3CE7B45CC70DD5007A858AE2EFD4652F&yid=BBCD5003575B2B5F&vid=659D3B06EBF534A7&iid=CA4FD0336C81A37A&sid=5D71B28100102720&eid=AA76E167F386B6B3&journal_id=0254-4156&journal_name=自动化学报&referenced_num=12&reference_num=3