标题:A new node selection method of Deep Belief Network based on similarity
作者:Leifang Yan;Mingyan Jiang;
作者机构:[Leifang Yan;Mingyan Jiang]School of Information Science and Engineering,Shandong University
来源:Proceedings of 2017 2nd International Conference on Automation,Mechanical Control and Computational Engineering(AMCCE 2017)
出版年:2017
关键词:deep belief network;node selection;similarity;deep learning;unsupervised learning
摘要:Research on the node selection problem in Deep Belief Network(DBN).A new node selection model based on similarity is proposed to select nodes in the pre-training process of DBN,which is an unsupervised process.Firstly,extracting the nodes feature from pre-training weight matrix,and then comparing th...
资源类型:会议论文
原文链接:http://kns.cnki.net/kns/detail/detail.aspx?FileName=JKDZ201703004112&DbName=IPFD2018
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