%0 Journal Article
%T An Improved CMAC Neural Network Algorithm<br>小脑模型神经网络改进算法的研究
%A Liu Hui
%A Xu Xiaoming
%A Zhang Zhongjun
%A <br>刘慧
%A 许晓鸣
%A 张钟俊
%J 自动化学报
%D 1997
%I 
%X The basic principle of CMAC (Cerebelllar Model Articulation Controller) is introduced. Based on a detail analysis of Albus algorithm , the paper points out its drawback in batch learning. An improved algorithm is proposed and theoretical proofs are also given. Simulation results show that the improved method has higher speed and better convergence than the original.
%K Neural network
%K hash
%K coding
%K associative network
%K CMAC<br>神经网络
%K 杂凑编码
%K 联想网络
%K CMAC
%K 小脑模型
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=CCEA7B589F5ADE35524586FCEEAFE95B&yid=5370399DC954B911&vid=EA389574707BDED3&iid=E158A972A605785F&sid=BE5DBC360CD4FFB9&eid=8CE1095CD639AEF4&journal_id=0254-4156&journal_name=自动化学报&referenced_num=13&reference_num=0