%0 Journal Article
%T Overview of deep learning<br>深度学习研究综述
%A SUN Zhi-jun
%A XUE Lei
%A XU Yang-ming
%A WANG Zheng
%A <br>孙志军
%A 薛　磊
%A 许阳明
%A 王　正
%J 计算机应用研究
%D 2012
%I 
%X Deep learning is a new way of training multi-layer neural network. The optimization difficulty associated with the deep models can be alleviated, it has induced great attention of machine learning community. Firstly, this paper discussed the origin of deep learning, then analyzed virtue brought by deep learning. It introduced the main stream deep learning algorithm and their applications. Finally it concluded the problem remaining and development orientation.
%K deep learning
%K distributed representation
%K deep belief network
%K convolutional neural network
%K deep convex network<br>深度学习
%K 分布式表示
%K 深信度网络
%K 卷积神经网络
%K 深凸网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=C2AB4F886AE798C9FA61F88D61DA11AA&yid=99E9153A83D4CB11&vid=771469D9D58C34FF&iid=5D311CA918CA9A03&sid=D75E56D700503C25&eid=BC1DB3F380BC58E8&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=29