%0 Journal Article
%T Review on generalization problem of artificial neural network<br>人工神经网络泛化问题研究综述*
%A WANG Kai
%A YANG Ju feng
%A WANG Li
%A SHI Guang shun
%A WANG Qing rena
%A <br>王恺
%A 杨巨峰
%A 王立
%A 史广顺
%A 王庆人a
%J 计算机应用研究
%D 2008
%I 
%X This paper reviewed previous works from such aspects as theory,method (idea) and technique,and discussed the model complexity,the sample complexity and their relationship. Pointed out that the generalization of neural network could be improved to a certain extent by controlling the model complexity or adjusting sample,but there were still some practical problems to be resolved. At the end of this paper, presented the prospect for further research.
%K artificial neural network(ANN)
%K generalization problem
%K generalization ability<br>人工神经网络
%K 泛化问题
%K 泛化能力
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=7D529159C8F8A770AFD8A518267D5421&yid=67289AFF6305E306&vid=C5154311167311FE&iid=59906B3B2830C2C5&sid=C5346158F3485FA3&eid=04A5D58247B639DF&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=7&reference_num=90