%0 Journal Article
%T Dynamic optimization structure design for neural networks: review and perspective<br>神经网络结构动态优化设计的分析与展望
%A QIAO Jun-fei
%A HAN Hong-gui
%A <br>乔俊飞
%A 韩红桂
%J 控制理论与应用
%D 2010
%I 
%X The influence of the structure design to the capabilities of neural networks is discussed in this paper. The development history of the dynamic structure neural networks, especially the growing and the pruning neural networks are introduced. The substantial results on the computing capabilities, learning theories, stability of neural networks are then analyzed. Finally, the research on the dynamic optimization structure design is summarized and several views are put forward.
%K neural network structure
%K dynamic design
%K capabilities of neural networks<br>神经网络结构
%K 动态设计
%K 神经网络性能
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=D1C52F4AAA5C4E41D197EFEFF5B0714F&yid=140ECF96957D60B2&vid=DB817633AA4F79B9&iid=38B194292C032A66&sid=406BF8ED3BCE1927&eid=FA88DCCE84EA0A56&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=0&reference_num=0