A New Conjugate Gradient Method with Smoothing L-1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks | |
Li, Wenyu; Liu, Yan; Yang, Jie; Wu, Wei | |
刊名 | NEURAL PROCESSING LETTERS |
2018 | |
卷号 | 48页码:955-978 |
关键词 | Feedforward neural networks Conjugate gradient method Modified secant equation Regularization Global convergence |
ISSN号 | 1370-4621 |
URL标识 | 查看原文 |
WOS记录号 | [DB:DC_IDENTIFIER_WOSID] |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/3258502 |
专题 | 大连理工大学 |
作者单位 | 1.Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China. 2.Beihua Univ, Sch Math & Stat, Jilin 132013, Jilin, Peoples R China. 3.Dalian Polytech Univ, Sch Informat Sci & Engn, Dalian 116034, Peoples R China. 4.Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China. |
推荐引用方式 GB/T 7714 | Li, Wenyu,Liu, Yan,Yang, Jie,et al. A New Conjugate Gradient Method with Smoothing L-1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks[J]. NEURAL PROCESSING LETTERS,2018,48:955-978. |
APA | Li, Wenyu,Liu, Yan,Yang, Jie,&Wu, Wei.(2018).A New Conjugate Gradient Method with Smoothing L-1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks.NEURAL PROCESSING LETTERS,48,955-978. |
MLA | Li, Wenyu,et al."A New Conjugate Gradient Method with Smoothing L-1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks".NEURAL PROCESSING LETTERS 48(2018):955-978. |
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