Nakagawa, Takumi; Sanada, Yutaro; Waida, Hiroki; Zhang, Yuhui; Wada, Yuichiro; Takanashi, Kōsaku; Yamada, Tomonori; Kanamori, Takafumi Denoising cosine similarity: a theory-driven approach for efficient representation learning. (English) Zbl 07786862 Neural Netw. 169, 226-241 (2024). MSC: 68-XX 91-XX PDFBibTeX XMLCite \textit{T. Nakagawa} et al., Neural Netw. 169, 226--241 (2024; Zbl 07786862) Full Text: DOI arXiv
Zhang, Yanlin; Yang, Liqiao; Kou, Kit Ian; Liu, Yang Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays. (English) Zbl 1525.93406 Neural Netw. 165, 274-289 (2023). MSC: 93D40 93B70 11R52 93C43 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Neural Netw. 165, 274--289 (2023; Zbl 1525.93406) Full Text: DOI arXiv
Wang, Jingjing; Zhu, Song; Liu, Xiaoyang; Wen, Shiping Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument. (English) Zbl 1526.34058 Neural Netw. 162, 175-185 (2023). MSC: 34K37 34K39 34K20 92B20 46S10 34K09 PDFBibTeX XMLCite \textit{J. Wang} et al., Neural Netw. 162, 175--185 (2023; Zbl 1526.34058) Full Text: DOI
Ke, Jianpeng; Wang, Lina DF-UDetector: an effective method towards robust deepfake detection via feature restoration. (English) Zbl 07752120 Neural Netw. 160, 216-226 (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{J. Ke} and \textit{L. Wang}, Neural Netw. 160, 216--226 (2023; Zbl 07752120) Full Text: DOI
Wen, Hongsong; He, Xing; Huang, Tingwen Sparse signal reconstruction via recurrent neural networks with hyperbolic tangent function. (English) Zbl 1522.94017 Neural Netw. 153, 1-12 (2022). MSC: 94A12 94A08 68T07 PDFBibTeX XMLCite \textit{H. Wen} et al., Neural Netw. 153, 1--12 (2022; Zbl 1522.94017) Full Text: DOI
Faghihi, Faramarz; Cai, Siqi; Moustafa, Ahmed A. A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. (English) Zbl 1525.92038 Neural Netw. 152, 555-565 (2022). MSC: 92C55 68T07 PDFBibTeX XMLCite \textit{F. Faghihi} et al., Neural Netw. 152, 555--565 (2022; Zbl 1525.92038) Full Text: DOI
Che, Hangjun; Wang, Jun; Cichocki, Andrzej Sparse signal reconstruction via collaborative neurodynamic optimization. (English) Zbl 1522.94012 Neural Netw. 154, 255-269 (2022). MSC: 94A12 90C11 PDFBibTeX XMLCite \textit{H. Che} et al., Neural Netw. 154, 255--269 (2022; Zbl 1522.94012) Full Text: DOI
Ren, QiangQiang; Yuan, Chao; Zhao, Yifeng; Yang, Liming A multi-birth metric learning framework based on binary constraints. (English) Zbl 1522.68478 Neural Netw. 154, 165-178 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{Q. Ren} et al., Neural Netw. 154, 165--178 (2022; Zbl 1522.68478) Full Text: DOI
Gong, Xiaoling; Yu, Ling; Wang, Jian; Zhang, Kai; Bai, Xiao; Pal, Nikhil R. Unsupervised feature selection via adaptive autoencoder with redundancy control. (English) Zbl 1522.68455 Neural Netw. 150, 87-101 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Gong} et al., Neural Netw. 150, 87--101 (2022; Zbl 1522.68455) Full Text: DOI
Wei, Wanlu; Yu, Juan; Wang, Leimin; Hu, Cheng; Jiang, Haijun Fixed/preassigned-time synchronization of quaternion-valued neural networks via pure power-law control. (English) Zbl 1526.93234 Neural Netw. 146, 341-349 (2022). MSC: 93D40 93B70 11R52 PDFBibTeX XMLCite \textit{W. Wei} et al., Neural Netw. 146, 341--349 (2022; Zbl 1526.93234) Full Text: DOI
Nilsen, Geir K.; Munthe-Kaas, Antonella Z.; Skaug, Hans J.; Brun, Morten Epistemic uncertainty quantification in deep learning classification by the delta method. (English) Zbl 1521.68196 Neural Netw. 145, 164-176 (2022). MSC: 68T07 62B10 62E17 PDFBibTeX XMLCite \textit{G. K. Nilsen} et al., Neural Netw. 145, 164--176 (2022; Zbl 1521.68196) Full Text: DOI arXiv
Xia, Wei; Wang, Sen; Yang, Ming; Gao, Quanxue; Han, Jungong; Gao, Xinbo Multi-view graph embedding clustering network: joint self-supervision and block diagonal representation. (English) Zbl 1521.68169 Neural Netw. 145, 1-9 (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Xia} et al., Neural Netw. 145, 1--9 (2022; Zbl 1521.68169) Full Text: DOI
Li, Wenjing; Bian, Wei Smoothing neural network for \(L_0\) regularized optimization problem with general convex constraints. (English) Zbl 1522.90209 Neural Netw. 143, 678-689 (2021). MSC: 90C30 65K05 PDFBibTeX XMLCite \textit{W. Li} and \textit{W. Bian}, Neural Netw. 143, 678--689 (2021; Zbl 1522.90209) Full Text: DOI
Hao, Wenyu; Pang, Shanmin; Chen, Zhikai Multi-view spectral clustering via common structure maximization of local and global representations. (English) Zbl 1521.68123 Neural Netw. 143, 595-606 (2021). MSC: 68T05 62H30 68T45 PDFBibTeX XMLCite \textit{W. Hao} et al., Neural Netw. 143, 595--606 (2021; Zbl 1521.68123) Full Text: DOI
Ozyildirim, Buse Melis; Kiran, Mariam Levenberg-Marquardt multi-classification using hinge loss function. (English) Zbl 1521.68197 Neural Netw. 143, 564-571 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{B. M. Ozyildirim} and \textit{M. Kiran}, Neural Netw. 143, 564--571 (2021; Zbl 1521.68197) Full Text: DOI
Wang, Jiaming; Shao, Zhenfeng; Huang, Xiao; Lu, Tao; Zhang, Ruiqian; Ma, Jiayi Enhanced image prior for unsupervised remoting sensing super-resolution. (English) Zbl 1521.68165 Neural Netw. 143, 400-412 (2021). MSC: 68T05 68U10 94A08 PDFBibTeX XMLCite \textit{J. Wang} et al., Neural Netw. 143, 400--412 (2021; Zbl 1521.68165) Full Text: DOI
Zhang, Huaqing; Pu, Yi-Fei; Xie, Xuetao; Zhang, Bingran; Wang, Jian; Huang, Tingwen A global neural network learning machine: coupled integer and fractional calculus operator with an adaptive learning scheme. (English) Zbl 1521.68173 Neural Netw. 143, 386-399 (2021). MSC: 68T05 68W50 90C26 90C32 90C59 PDFBibTeX XMLCite \textit{H. Zhang} et al., Neural Netw. 143, 386--399 (2021; Zbl 1521.68173) Full Text: DOI
Ji, Daehyun; Oh, Dokwan; Hyun, Yoonsuk; Kwon, Oh-Min; Park, Myeong-Jin How to handle noisy labels for robust learning from uncertainty. (English) Zbl 1521.68127 Neural Netw. 143, 209-217 (2021). MSC: 68T05 68T07 PDFBibTeX XMLCite \textit{D. Ji} et al., Neural Netw. 143, 209--217 (2021; Zbl 1521.68127) Full Text: DOI
Ji, Zhong; Wang, Qiang; Cui, Biying; Pang, Yanwei; Cao, Xianbin; Li, Xuelong A semi-supervised zero-shot image classification method based on soft-target. (English) Zbl 1521.68128 Neural Netw. 143, 88-96 (2021). MSC: 68T05 68T45 68U10 PDFBibTeX XMLCite \textit{Z. Ji} et al., Neural Netw. 143, 88--96 (2021; Zbl 1521.68128) Full Text: DOI
Li, Zhongheng; Qiang, Qianyao; Zhang, Bin; Wang, Fei; Nie, Feiping Flexible multi-view semi-supervised learning with unified graph. (English) Zbl 1521.68141 Neural Netw. 142, 92-104 (2021). MSC: 68T05 68T10 90C90 PDFBibTeX XMLCite \textit{Z. Li} et al., Neural Netw. 142, 92--104 (2021; Zbl 1521.68141) Full Text: DOI
Li, Chun-Na; Shao, Yuan-Hai; Chen, Wei-Jie; Wang, Zhen; Deng, Nai-Yang Generalized two-dimensional linear discriminant analysis with regularization. (English) Zbl 1521.68135 Neural Netw. 142, 73-91 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C.-N. Li} et al., Neural Netw. 142, 73--91 (2021; Zbl 1521.68135) Full Text: DOI arXiv
Burt, Ryan; Thigpen, Nina N.; Keil, Andreas; Principe, Jose C. Unsupervised foveal vision neural architecture with top-down attention. (English) Zbl 1521.68229 Neural Netw. 141, 145-159 (2021). MSC: 68T45 68T05 68T07 PDFBibTeX XMLCite \textit{R. Burt} et al., Neural Netw. 141, 145--159 (2021; Zbl 1521.68229) Full Text: DOI arXiv
Ye, Yalan; Huang, Ziwei; Pan, Tongjie; Li, Jingjing; Shen, Heng Tao Reducing bias to source samples for unsupervised domain adaptation. (English) Zbl 1521.68171 Neural Netw. 141, 61-71 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Ye} et al., Neural Netw. 141, 61--71 (2021; Zbl 1521.68171) Full Text: DOI
Devarajan, Karthik A statistical framework for non-negative matrix factorization based on generalized dual divergence. (English) Zbl 1521.68115 Neural Netw. 140, 309-324 (2021). MSC: 68T05 15A23 62B10 62P10 68T07 PDFBibTeX XMLCite \textit{K. Devarajan}, Neural Netw. 140, 309--324 (2021; Zbl 1521.68115) Full Text: DOI
Huang, Zongmo; Ren, Yazhou; Pu, Xiaorong; Pan, Lili; Yao, Dezhong; Yu, Guoxian Dual self-paced multi-view clustering. (English) Zbl 1521.68126 Neural Netw. 140, 184-192 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Huang} et al., Neural Netw. 140, 184--192 (2021; Zbl 1521.68126) Full Text: DOI
Xie, Cheng; Xiang, Hongxin; Zeng, Ting; Yang, Yun; Yu, Beibei; Liu, Qing Cross knowledge-based generative zero-shot learning approach with taxonomy regularization. (English) Zbl 1521.68170 Neural Netw. 139, 168-178 (2021). MSC: 68T05 68T10 68U10 PDFBibTeX XMLCite \textit{C. Xie} et al., Neural Netw. 139, 168--178 (2021; Zbl 1521.68170) Full Text: DOI arXiv
Yu, Jianbo; Liu, Guoliang Extracting and inserting knowledge into stacked denoising auto-encoders. (English) Zbl 1521.68208 Neural Netw. 137, 31-42 (2021). MSC: 68T07 PDFBibTeX XMLCite \textit{J. Yu} and \textit{G. Liu}, Neural Netw. 137, 31--42 (2021; Zbl 1521.68208) Full Text: DOI
Wang, Yadi; Li, Xiaoping; Wang, Jun A neurodynamic optimization approach to supervised feature selection via fractional programming. (English) Zbl 1521.68167 Neural Netw. 136, 194-206 (2021). MSC: 68T05 90C32 PDFBibTeX XMLCite \textit{Y. Wang} et al., Neural Netw. 136, 194--206 (2021; Zbl 1521.68167) Full Text: DOI
Xie, Deyan; Gao, Quanxue; Deng, Siyang; Yang, Xiaojun; Gao, Xinbo Multiple graphs learning with a new weighted tensor nuclear norm. (English) Zbl 1475.68301 Neural Netw. 133, 57-68 (2021). MSC: 68T05 15A60 62H30 PDFBibTeX XMLCite \textit{D. Xie} et al., Neural Netw. 133, 57--68 (2021; Zbl 1475.68301) Full Text: DOI
Xu, Huiling; Zhang, Xiangdong; Xia, Wei; Gao, Quanxue; Gao, Xinbo Low-rank tensor constrained co-regularized multi-view spectral clustering. (English) Zbl 1475.68304 Neural Netw. 132, 245-252 (2020). MSC: 68T05 15A69 62H30 PDFBibTeX XMLCite \textit{H. Xu} et al., Neural Netw. 132, 245--252 (2020; Zbl 1475.68304) Full Text: DOI
He, Zhicheng; Liu, Jie; Dang, Kai; Zhuang, Fuzhen; Huang, Yalou Leveraging maximum entropy and correlation on latent factors for learning representations. (English) Zbl 1475.68270 Neural Netw. 131, 312-323 (2020). MSC: 68T05 15A23 62H25 94A17 PDFBibTeX XMLCite \textit{Z. He} et al., Neural Netw. 131, 312--323 (2020; Zbl 1475.68270) Full Text: DOI
Tian, Chunwei; Fei, Lunke; Zheng, Wenxian; Xu, Yong; Zuo, Wangmeng; Lin, Chia-Wen Deep learning on image denoising: an overview. (English) Zbl 1475.68324 Neural Netw. 131, 251-275 (2020). MSC: 68T07 94A08 PDFBibTeX XMLCite \textit{C. Tian} et al., Neural Netw. 131, 251--275 (2020; Zbl 1475.68324) Full Text: DOI arXiv
Shang, Fei; Zhang, Huaxiang; Sun, Jiande; Nie, Liqiang; Liu, Li Cross-modal dual subspace learning with adversarial network. (English) Zbl 1468.68172 Neural Netw. 126, 132-142 (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Shang} et al., Neural Netw. 126, 132--142 (2020; Zbl 1468.68172) Full Text: DOI
Wei, Wei; Dai, Hua; Liang, Weitai Regularized least squares locality preserving projections with applications to image recognition. (English) Zbl 1472.62104 Neural Netw. 128, 322-330 (2020). MSC: 62H35 62H12 62M45 PDFBibTeX XMLCite \textit{W. Wei} et al., Neural Netw. 128, 322--330 (2020; Zbl 1472.62104) Full Text: DOI
Cheng, Yawen; Yin, Hang; Ye, Qiaolin; Huang, Peng; Fu, Liyong; Yang, Zhangjing; Tian, Yuan Improved multi-view GEPSVM via inter-view difference maximization and intra-view agreement minimization. (English) Zbl 1434.68400 Neural Netw. 125, 313-329 (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Cheng} et al., Neural Netw. 125, 313--329 (2020; Zbl 1434.68400) Full Text: DOI
Lu, Gui-Fu; Yu, Qin-Ru; Wang, Yong; Tang, Ganyi Hyper-Laplacian regularized multi-view subspace clustering with low-rank tensor constraint. (English) Zbl 1441.62172 Neural Netw. 125, 214-223 (2020). MSC: 62H30 62H20 PDFBibTeX XMLCite \textit{G.-F. Lu} et al., Neural Netw. 125, 214--223 (2020; Zbl 1441.62172) Full Text: DOI
Yang, Liran; Zhong, Ping Robust adaptation regularization based on within-class scatter for domain adaptation. (English) Zbl 1434.68481 Neural Netw. 124, 60-74 (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Yang} and \textit{P. Zhong}, Neural Netw. 124, 60--74 (2020; Zbl 1434.68481) Full Text: DOI
Zhao, You; He, Xing; Huang, Tingwen; Huang, Junjian; Li, Peng A smoothing neural network for minimization \(l_1\)-\(l_p\) in sparse signal reconstruction with measurement noises. (English) Zbl 1452.94027 Neural Netw. 122, 40-53 (2020). MSC: 94A12 92B20 PDFBibTeX XMLCite \textit{Y. Zhao} et al., Neural Netw. 122, 40--53 (2020; Zbl 1452.94027) Full Text: DOI
Wu, Guoqiang; Zheng, Ruobing; Tian, Yingjie; Liu, Dalian Joint ranking SVM and binary relevance with robust low-rank learning for multi-label classification. (English) Zbl 1434.68474 Neural Netw. 122, 24-39 (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{G. Wu} et al., Neural Netw. 122, 24--39 (2020; Zbl 1434.68474) Full Text: DOI arXiv
Zhang, Yongshan; Wu, Jia; Cai, Zhihua; Du, Bo; Yu, Philip S. An unsupervised parameter learning model for RVFL neural network. (English) Zbl 1435.68289 Neural Netw. 112, 85-97 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Neural Netw. 112, 85--97 (2019; Zbl 1435.68289) Full Text: DOI
Ma, Rongrong; Miao, Jianyu; Niu, Lingfeng; Zhang, Peng Transformed \(\ell_1\) regularization for learning sparse deep neural networks. (English) Zbl 1434.68512 Neural Netw. 119, 286-298 (2019). MSC: 68T07 PDFBibTeX XMLCite \textit{R. Ma} et al., Neural Netw. 119, 286--298 (2019; Zbl 1434.68512) Full Text: DOI arXiv
Xie, Jin; Liu, Sanyang; Dai, Hao Distributed semi-supervised learning algorithm based on extreme learning machine over networks using event-triggered communication scheme. (English) Zbl 1434.68476 Neural Netw. 119, 261-272 (2019). MSC: 68T05 68W15 PDFBibTeX XMLCite \textit{J. Xie} et al., Neural Netw. 119, 261--272 (2019; Zbl 1434.68476) Full Text: DOI
Gu, Bin; Geng, Xiang; Li, Xiang; Zheng, Guansheng Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm. (English) Zbl 1434.68411 Neural Netw. 118, 352-362 (2019). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Gu} et al., Neural Netw. 118, 352--362 (2019; Zbl 1434.68411) Full Text: DOI
Phan, Duy Nhat; Le Thi, Hoai An Group variable selection via \(\ell_{p,0}\) regularization and application to optimal scoring. (English) Zbl 1441.62073 Neural Netw. 118, 220-234 (2019). MSC: 62F07 93E20 62P10 PDFBibTeX XMLCite \textit{D. N. Phan} and \textit{H. A. Le Thi}, Neural Netw. 118, 220--234 (2019; Zbl 1441.62073) Full Text: DOI
Ma, Jianghong; Chow, Tommy W. S. Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. (English) Zbl 1434.68431 Neural Netw. 118, 110-126 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Ma} and \textit{T. W. S. Chow}, Neural Netw. 118, 110--126 (2019; Zbl 1434.68431) Full Text: DOI
Mi, Jian-Xun; Zhang, Ya-Nan; Lai, Zhihui; Li, Weisheng; Zhou, Lifang; Zhong, Fujin Principal component analysis based on nuclear norm minimization. (English) Zbl 1434.68589 Neural Netw. 118, 1-16 (2019). MSC: 68T45 62H25 PDFBibTeX XMLCite \textit{J.-X. Mi} et al., Neural Netw. 118, 1--16 (2019; Zbl 1434.68589) Full Text: DOI
Feng, Shoubo; Ren, Weijie; Han, Min; Chen, Yen Wei Robust manifold broad learning system for large-scale noisy chaotic time series prediction: a perturbation perspective. (English) Zbl 1441.62232 Neural Netw. 117, 179-190 (2019). MSC: 62M10 62R30 62G35 68T05 62M20 37D45 PDFBibTeX XMLCite \textit{S. Feng} et al., Neural Netw. 117, 179--190 (2019; Zbl 1441.62232) Full Text: DOI
Tang, Kewei; Su, Zhixun; Zhang, Jie; Cui, Lihong; Jiang, Wei; Luo, Xiaonan; Sun, Xiyan Bayesian rank penalization. (English) Zbl 1440.62234 Neural Netw. 116, 246-256 (2019). MSC: 62H25 62G35 PDFBibTeX XMLCite \textit{K. Tang} et al., Neural Netw. 116, 246--256 (2019; Zbl 1440.62234) Full Text: DOI
Zhao, Henghao; Fu, Liyong; Gao, Zhigang; Ye, Qiaolin; Yang, Zhangjing; Yang, Xubing Flexible non-greedy discriminant subspace feature extraction. (English) Zbl 1434.68489 Neural Netw. 116, 166-177 (2019). MSC: 68T05 62H25 PDFBibTeX XMLCite \textit{H. Zhao} et al., Neural Netw. 116, 166--177 (2019; Zbl 1434.68489) Full Text: DOI
Liu, Yang; Nie, Feiping; Gao, Quanxue; Gao, Xinbo; Han, Jungong; Shao, Ling Flexible unsupervised feature extraction for image classification. (English) Zbl 1434.68427 Neural Netw. 115, 65-71 (2019). MSC: 68T05 62H25 62H30 68T10 PDFBibTeX XMLCite \textit{Y. Liu} et al., Neural Netw. 115, 65--71 (2019; Zbl 1434.68427) Full Text: DOI Link
Li, Jianwei Unsupervised robust discriminative manifold embedding with self-expressiveness. (English) Zbl 1434.68422 Neural Netw. 113, 102-115 (2019). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Li}, Neural Netw. 113, 102--115 (2019; Zbl 1434.68422) Full Text: DOI
Wei, Ruoyu; Cao, Jinde Fixed-time synchronization of quaternion-valued memristive neural networks with time delays. (English) Zbl 1441.93285 Neural Netw. 113, 1-10 (2019). MSC: 93D99 93B70 93C43 PDFBibTeX XMLCite \textit{R. Wei} and \textit{J. Cao}, Neural Netw. 113, 1--10 (2019; Zbl 1441.93285) Full Text: DOI
Zhu, Ruifeng; Dornaika, Fadi; Ruichek, Yassine Learning a discriminant graph-based embedding with feature selection for image categorization. (English) Zbl 1434.68491 Neural Netw. 111, 35-46 (2019). MSC: 68T05 68T10 68T45 PDFBibTeX XMLCite \textit{R. Zhu} et al., Neural Netw. 111, 35--46 (2019; Zbl 1434.68491) Full Text: DOI
Han, Na; Wu, Jigang; Liang, Yingyi; Fang, Xiaozhao; Wong, Wai Keung; Teng, Shaohua Low-rank and sparse embedding for dimensionality reduction. (English) Zbl 1434.68413 Neural Netw. 108, 202-216 (2018). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Han} et al., Neural Netw. 108, 202--216 (2018; Zbl 1434.68413) Full Text: DOI
Zong, Linlin; Zhang, Xianchao; Liu, Xinyue Multi-view clustering on unmapped data via constrained non-negative matrix factorization. (English) Zbl 1434.68492 Neural Netw. 108, 155-171 (2018). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{L. Zong} et al., Neural Netw. 108, 155--171 (2018; Zbl 1434.68492) Full Text: DOI
Zhang, Zhao; Jia, Lei; Zhao, Mingbo; Ye, Qiaolin; Zhang, Min; Wang, Meng Adaptive non-negative projective semi-supervised learning for inductive classification. (English) Zbl 1434.68486 Neural Netw. 108, 128-145 (2018). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 108, 128--145 (2018; Zbl 1434.68486) Full Text: DOI
Wen, Jie; Fang, Xiaozhao; Xu, Yong; Tian, Chunwei; Fei, Lunke Low-rank representation with adaptive graph regularization. (English) Zbl 1434.68472 Neural Netw. 108, 83-96 (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Wen} et al., Neural Netw. 108, 83--96 (2018; Zbl 1434.68472) Full Text: DOI
Qiao, Junfei; Wang, Gongming; Li, Wenjing; Chen, Min An adaptive deep Q-learning strategy for handwritten digit recognition. (English) Zbl 1434.68518 Neural Netw. 107, 61-71 (2018). MSC: 68T07 68T05 68T10 PDFBibTeX XMLCite \textit{J. Qiao} et al., Neural Netw. 107, 61--71 (2018; Zbl 1434.68518) Full Text: DOI
Ye, Qiaolin; Fu, Liyong; Zhang, Zhao; Zhao, Henghao; Naiem, Meem Lp- and Ls-norm distance based robust linear discriminant analysis. (English) Zbl 1440.62401 Neural Netw. 105, 393-404 (2018). MSC: 62R07 62H30 62G35 PDFBibTeX XMLCite \textit{Q. Ye} et al., Neural Netw. 105, 393--404 (2018; Zbl 1440.62401) Full Text: DOI
Xiao, Lin; Zhang, Zhijun; Zhang, Zili; Li, Weibing; Li, Shuai Design, verification and robotic application of a novel recurrent neural network for computing dynamic Sylvester equation. (English) Zbl 1470.68044 Neural Netw. 105, 185-196 (2018). MSC: 68Q06 15A24 70E60 PDFBibTeX XMLCite \textit{L. Xiao} et al., Neural Netw. 105, 185--196 (2018; Zbl 1470.68044) Full Text: DOI
Selvaraj, P.; Sakthivel, R.; Kwon, O. M. Finite-time synchronization of stochastic coupled neural networks subject to Markovian switching and input saturation. (English) Zbl 1441.93327 Neural Netw. 105, 154-165 (2018). MSC: 93E15 93D40 93B70 PDFBibTeX XMLCite \textit{P. Selvaraj} et al., Neural Netw. 105, 154--165 (2018; Zbl 1441.93327) Full Text: DOI
Zhang, Xiao-Lei Multilayer bootstrap networks. (English) Zbl 1434.68529 Neural Netw. 103, 29-43 (2018). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{X.-L. Zhang}, Neural Netw. 103, 29--43 (2018; Zbl 1434.68529) Full Text: DOI arXiv
Wang, Yang; Wu, Lin Beyond low-rank representations: orthogonal clustering basis reconstruction with optimized graph structure for multi-view spectral clustering. (English) Zbl 1434.68469 Neural Netw. 103, 1-8 (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{L. Wu}, Neural Netw. 103, 1--8 (2018; Zbl 1434.68469) Full Text: DOI arXiv
Wen, Jie; Xu, Yong; Li, Zuoyong; Ma, Zhongli; Xu, Yuanrong Inter-class sparsity based discriminative least square regression. (English) Zbl 1439.62163 Neural Netw. 102, 36-47 (2018). MSC: 62J02 62H30 62M45 68T05 PDFBibTeX XMLCite \textit{J. Wen} et al., Neural Netw. 102, 36--47 (2018; Zbl 1439.62163) Full Text: DOI
Cheng, Shichao; Liu, Risheng; Fan, Xin; Luo, Zhongxuan Designing a stable feedback control system for blind image deconvolution. (English) Zbl 1458.94021 Neural Netw. 101, 101-112 (2018). MSC: 94A08 93B52 PDFBibTeX XMLCite \textit{S. Cheng} et al., Neural Netw. 101, 101--112 (2018; Zbl 1458.94021) Full Text: DOI
Tao, Jianwen; Zhou, Di; Zhu, Bin Robust latent regression with discriminative regularization by leveraging auxiliary knowledge. (English) Zbl 1434.68460 Neural Netw. 101, 79-93 (2018). MSC: 68T05 62H30 62J05 PDFBibTeX XMLCite \textit{J. Tao} et al., Neural Netw. 101, 79--93 (2018; Zbl 1434.68460) Full Text: DOI
Liu, Bin; Li, Yingming; Xu, Zenglin Manifold regularized matrix completion for multi-label learning with ADMM. (English) Zbl 1434.68423 Neural Netw. 101, 57-67 (2018). MSC: 68T05 15A83 PDFBibTeX XMLCite \textit{B. Liu} et al., Neural Netw. 101, 57--67 (2018; Zbl 1434.68423) Full Text: DOI
Fan, Jicong; Tian, Zhaoyang; Zhao, Mingbo; Chow, Tommy W. S. Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. (English) Zbl 1434.68406 Neural Netw. 100, 39-48 (2018). MSC: 68T05 15A18 15A23 62H30 PDFBibTeX XMLCite \textit{J. Fan} et al., Neural Netw. 100, 39--48 (2018; Zbl 1434.68406) Full Text: DOI
Li, Zhenni; Ding, Shuxue; Li, Yujie; Yang, Zuyuan; Xie, Shengli; Chen, Wuhui Manifold optimization-based analysis dictionary learning with an \(\ell_{1/2}\)-norm regularizer. (English) Zbl 1434.68429 Neural Netw. 98, 212-222 (2018). MSC: 68T05 90C26 PDFBibTeX XMLCite \textit{Z. Li} et al., Neural Netw. 98, 212--222 (2018; Zbl 1434.68429) Full Text: DOI
Lu, Gui-Fu; Wang, Yong; Zou, Jian; Wang, Zhongqun Matrix exponential based discriminant locality preserving projections for feature extraction. (English) Zbl 1434.68536 Neural Netw. 97, 127-136 (2018). MSC: 68T09 15A16 68T10 PDFBibTeX XMLCite \textit{G.-F. Lu} et al., Neural Netw. 97, 127--136 (2018; Zbl 1434.68536) Full Text: DOI
Fang, Xiaozhao; Xu, Yong; Li, Xuelong; Lai, Zhihui; Teng, Shaohua; Fei, Lunke Orthogonal self-guided similarity preserving projection for classification and clustering. (English) Zbl 1434.68405 Neural Netw. 88, 1-8 (2017). MSC: 68T05 62H30 68T09 PDFBibTeX XMLCite \textit{X. Fang} et al., Neural Netw. 88, 1--8 (2017; Zbl 1434.68405) Full Text: DOI
Zhang, Zhao; Zhao, Mingbo; Li, Fanzhang; Zhang, Li; Yan, Shuicheng Robust alternating low-rank representation by joint \(L_p\)- and \(L_{2,p}\)-norm minimization. (English) Zbl 1434.68487 Neural Netw. 96, 55-70 (2017). MSC: 68T05 68P30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 96, 55--70 (2017; Zbl 1434.68487) Full Text: DOI
Zhang, Zhao; Jia, Lei; Zhang, Min; Li, Bing; Zhang, Li; Li, Fanzhang Discriminative clustering on manifold for adaptive transductive classification. (English) Zbl 1429.68246 Neural Netw. 94, 260-273 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 94, 260--273 (2017; Zbl 1429.68246) Full Text: DOI
Li, Tao; Li, Mengyuan; Gao, Quanxue; Xie, Deyan F-norm distance metric based robust 2DPCA and face recognition. (English) Zbl 1429.68231 Neural Netw. 94, 204-211 (2017). MSC: 68T05 62H25 68T10 PDFBibTeX XMLCite \textit{T. Li} et al., Neural Netw. 94, 204--211 (2017; Zbl 1429.68231) Full Text: DOI
Dornaika, F.; Dahbi, R.; Bosaghzadeh, A.; Ruichek, Y. Efficient dynamic graph construction for inductive semi-supervised learning. (English) Zbl 1429.68213 Neural Netw. 94, 192-203 (2017). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Dornaika} et al., Neural Netw. 94, 192--203 (2017; Zbl 1429.68213) Full Text: DOI
Zhang, Dandan; Kou, Kit Ian; Liu, Yang; Cao, Jinde Decomposition approach to the stability of recurrent neural networks with asynchronous time delays in quaternion field. (English) Zbl 1437.93112 Neural Netw. 94, 55-66 (2017). MSC: 93D23 93B70 93C43 16H05 PDFBibTeX XMLCite \textit{D. Zhang} et al., Neural Netw. 94, 55--66 (2017; Zbl 1437.93112) Full Text: DOI
Li, Chun-Na; Zheng, Zeng-Rong; Liu, Ming-Zeng; Shao, Yuan-Hai; Chen, Wei-Jie Robust recursive absolute value inequalities discriminant analysis with sparseness. (English) Zbl 1429.68227 Neural Netw. 93, 205-218 (2017). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{C.-N. Li} et al., Neural Netw. 93, 205--218 (2017; Zbl 1429.68227) Full Text: DOI
Fan, Jicong; Chow, Tommy W. S. Sparse subspace clustering for data with missing entries and high-rank matrix completion. (English) Zbl 1429.68214 Neural Netw. 93, 36-44 (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Fan} and \textit{T. W. S. Chow}, Neural Netw. 93, 36--44 (2017; Zbl 1429.68214) Full Text: DOI
Cao, Feilong; Chen, Jiaying; Ye, Hailiang; Zhao, Jianwei; Zhou, Zhenghua Recovering low-rank and sparse matrix based on the truncated nuclear norm. (English) Zbl 1428.68231 Neural Netw. 85, 10-20 (2017). MSC: 68T05 15A23 62H25 68T45 68U10 PDFBibTeX XMLCite \textit{F. Cao} et al., Neural Netw. 85, 10--20 (2017; Zbl 1428.68231) Full Text: DOI
Gorban, A. N.; Mirkes, E. M.; Zinovyev, A. Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. (English) Zbl 1428.68239 Neural Netw. 84, 28-38 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. N. Gorban} et al., Neural Netw. 84, 28--38 (2016; Zbl 1428.68239) Full Text: DOI arXiv
Tao, JianWen; Hu, Wenjun; Wen, Shiting Multi-source adaptation joint kernel sparse representation for visual classification. (English) Zbl 1414.68079 Neural Netw. 76, 135-151 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Tao} et al., Neural Netw. 76, 135--151 (2016; Zbl 1414.68079) Full Text: DOI
Rouhani, Modjtaba; Javan, Dawood S. Two fast and accurate heuristic RBF learning rules for data classification. (English) Zbl 1414.68071 Neural Netw. 75, 150-161 (2016). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{M. Rouhani} and \textit{D. S. Javan}, Neural Netw. 75, 150--161 (2016; Zbl 1414.68071) Full Text: DOI
Tang, Kewei; Dunson, David B.; Su, Zhixun; Liu, Risheng; Zhang, Jie; Dong, Jiangxin Subspace segmentation by dense block and sparse representation. (English) Zbl 1414.68078 Neural Netw. 75, 66-76 (2016). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{K. Tang} et al., Neural Netw. 75, 66--76 (2016; Zbl 1414.68078) Full Text: DOI
Yan, Hui; Yang, Jian Locality preserving score for joint feature weights learning. (English) Zbl 1394.68325 Neural Netw. 69, 126-134 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Yan} and \textit{J. Yang}, Neural Netw. 69, 126--134 (2015; Zbl 1394.68325) Full Text: DOI
Tao, Jianwen; Wen, Shiting; Hu, Wenjun L1-norm locally linear representation regularization multi-source adaptation learning. (English) Zbl 1394.68314 Neural Netw. 69, 80-98 (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} et al., Neural Netw. 69, 80--98 (2015; Zbl 1394.68314) Full Text: DOI
Li, Chun-Na; Shao, Yuan-Hai; Deng, Nai-Yang Robust L1-norm two-dimensional linear discriminant analysis. (English) Zbl 1394.68298 Neural Netw. 65, 92-104 (2015). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{C.-N. Li} et al., Neural Netw. 65, 92--104 (2015; Zbl 1394.68298) Full Text: DOI
Peng, Yong; Lu, Bao-Liang; Wang, Suhang Enhanced low-rank representation via sparse manifold adaption for semi-supervised learning. (English) Zbl 1394.68307 Neural Netw. 65, 1-17 (2015). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Y. Peng} et al., Neural Netw. 65, 1--17 (2015; Zbl 1394.68307) Full Text: DOI
Hu, Wenjun; Choi, Kup-Sze; Wang, Peiliang; Jiang, Yunliang; Wang, Shitong Convex nonnegative matrix factorization with manifold regularization. (English) Zbl 1327.65052 Neural Netw. 63, 94-103 (2015). MSC: 65F05 15A23 68T05 05C50 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 63, 94--103 (2015; Zbl 1327.65052) Full Text: DOI
Le Thi, Hoai An; Vo, Xuan Thanh; Pham Dinh, Tao Feature selection for linear SVMs under uncertain data: robust optimization based on difference of convex functions algorithms. (English) Zbl 1327.90236 Neural Netw. 59, 36-50 (2014). MSC: 90C26 68T05 PDFBibTeX XMLCite \textit{H. A. Le Thi} et al., Neural Netw. 59, 36--50 (2014; Zbl 1327.90236) Full Text: DOI
Zhao, Mingbo; Zhang, Zhao; Chow, Tommy W. S.; Li, Bing A general soft label based linear discriminant analysis for semi-supervised dimensionality reduction. (English) Zbl 1308.68105 Neural Netw. 55, 83-97 (2014). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{M. Zhao} et al., Neural Netw. 55, 83--97 (2014; Zbl 1308.68105) Full Text: DOI
Zhang, Zhao; Yan, Shuicheng; Zhao, Mingbo Similarity preserving low-rank representation for enhanced data representation and effective subspace learning. (English) Zbl 1308.68102 Neural Netw. 53, 81-94 (2014). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 53, 81--94 (2014; Zbl 1308.68102) Full Text: DOI
Liu, Yuanyuan; Jiao, L. C.; Shang, Fanhua; Yin, Fei; Liu, F. An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion. (English) Zbl 1297.65048 Neural Netw. 48, 8-18 (2013). MSC: 65F35 65F30 65F50 15A23 PDFBibTeX XMLCite \textit{Y. Liu} et al., Neural Netw. 48, 8--18 (2013; Zbl 1297.65048) Full Text: DOI
Savchenko, A. V. Probabilistic neural network with homogeneity testing in recognition of discrete patterns set. (English) Zbl 1296.68160 Neural Netw. 46, 227-241 (2013). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{A. V. Savchenko}, Neural Netw. 46, 227--241 (2013; Zbl 1296.68160) Full Text: DOI
Müller, Marco K.; Tremer, Michael; Bodenstein, Christian; Würtz, Rolf P. Learning invariant face recognition from examples. (English) Zbl 1296.68159 Neural Netw. 41, 137-146 (2013). MSC: 68T10 68T45 68T05 68U10 PDFBibTeX XMLCite \textit{M. K. Müller} et al., Neural Netw. 41, 137--146 (2013; Zbl 1296.68159) Full Text: DOI
Cherkassky, Vladimir; Ma, Yunqian Another look at statistical learning theory and regularization. (English) Zbl 1335.68197 Neural Netw. 22, No. 7, 958-969 (2009). MSC: 68T05 62J07 PDFBibTeX XMLCite \textit{V. Cherkassky} and \textit{Y. Ma}, Neural Netw. 22, No. 7, 958--969 (2009; Zbl 1335.68197) Full Text: DOI
Murphy, Thomas M.; Finkel, Leif H. Shape representation by a network of V4-like cells. (English) Zbl 1169.68596 Neural Netw. 20, No. 8, 851-867 (2007). MSC: 68T10 PDFBibTeX XMLCite \textit{T. M. Murphy} and \textit{L. H. Finkel}, Neural Netw. 20, No. 8, 851--867 (2007; Zbl 1169.68596) Full Text: DOI
Hoegaerts, L.; De Lathauwer, L.; Goethals, I.; Suykens, J. A. K.; Vandewalle, J.; De Moor, B. Efficiently updating and tracking the dominant kernel principal components. (English) Zbl 1111.68101 Neural Netw. 20, No. 2, 220-229 (2007). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Hoegaerts} et al., Neural Netw. 20, No. 2, 220--229 (2007; Zbl 1111.68101) Full Text: DOI