Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks | |
Fan, Qinwei; Wu, Wei; Zurada, Jacek M. | |
刊名 | SPRINGERPLUS
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2016 | |
卷号 | 5页码:295 |
关键词 | Feedforward neural networks Adaptive momentum Smoothing L-1/2 regularization Convergence |
ISSN号 | 2193-1801 |
URL标识 | 查看原文 |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/4367288 |
专题 | 大连理工大学 |
作者单位 | 1.Xian Polytech Univ, Sch Sci, Xian 710048, Peoples R China. 2.Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China. 3.Univ Louisville, Dept Elect & Comp Engn, Louisville, KY 40292 USA. 4.Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China. 5.Univ Louisville, Dept Elect & Comp Engn, Louisville, KY 40292 USA. 6.Spoleczna Akad Nauk, PL-90011 Lodz, Poland. |
推荐引用方式 GB/T 7714 | Fan, Qinwei,Wu, Wei,Zurada, Jacek M.. Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks[J]. SPRINGERPLUS,2016,5:295. |
APA | Fan, Qinwei,Wu, Wei,&Zurada, Jacek M..(2016).Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks.SPRINGERPLUS,5,295. |
MLA | Fan, Qinwei,et al."Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks".SPRINGERPLUS 5(2016):295. |
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