Brucker, Achim D.; Stell, Amy Verifying feedforward neural networks for classification in Isabelle/HOL. (English) Zbl 07728855 Chechik, Marsha (ed.) et al., Formal methods. 25th international symposium, FM 2023, Lübeck, Germany, March 6–10, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14000, 427-444 (2023). MSC: 68Q60 68T07 68V20 PDFBibTeX XMLCite \textit{A. D. Brucker} and \textit{A. Stell}, Lect. Notes Comput. Sci. 14000, 427--444 (2023; Zbl 07728855) Full Text: DOI
Santa, Francesco Della; Pieraccini, Sandra Discontinuous neural networks and discontinuity learning. (English) Zbl 1503.65035 J. Comput. Appl. Math. 419, Article ID 114678, 24 p. (2023). MSC: 65D15 65C30 68T07 PDFBibTeX XMLCite \textit{F. Della Santa} and \textit{S. Pieraccini}, J. Comput. Appl. Math. 419, Article ID 114678, 24 p. (2023; Zbl 1503.65035) Full Text: DOI
Lin, Vivian; Ivanov, Radoslav; Weimer, James; Sokolsky, Oleg; Lee, Insup T4V: exploring neural network architectures that improve the scalability of neural network verification. (English) Zbl 1528.68230 Raskin, Jean-François (ed.) et al., Principles of systems design. Essays dedicated to Thomas A. Henzinger on the occasion of his 60th birthday. Cham: Springer. Lect. Notes Comput. Sci. 13660, 585-603 (2022). MSC: 68Q60 68T07 PDFBibTeX XMLCite \textit{V. Lin} et al., Lect. Notes Comput. Sci. 13660, 585--603 (2022; Zbl 1528.68230) Full Text: DOI
Grohs, Philipp; Jentzen, Arnulf; Salimova, Diyora Deep neural network approximations for solutions of PDEs based on Monte Carlo algorithms. (English) Zbl 1490.65232 SN Partial Differ. Equ. Appl. 3, No. 4, Paper No. 45, 41 p. (2022). MSC: 65M99 65C05 68T07 PDFBibTeX XMLCite \textit{P. Grohs} et al., SN Partial Differ. Equ. Appl. 3, No. 4, Paper No. 45, 41 p. (2022; Zbl 1490.65232) Full Text: DOI arXiv
Sirignano, Justin; Spiliopoulos, Konstantinos Mean field analysis of deep neural networks. (English) Zbl 1493.68333 Math. Oper. Res. 47, No. 1, 120-152 (2022). Reviewer: Arzu Ahmadova (Essen) MSC: 68T07 60F05 82C32 PDFBibTeX XMLCite \textit{J. Sirignano} and \textit{K. Spiliopoulos}, Math. Oper. Res. 47, No. 1, 120--152 (2022; Zbl 1493.68333) Full Text: DOI arXiv
Szeliski, Richard Computer vision. Algorithms and applications. 2nd edition. (English) Zbl 1478.68007 Texts in Computer Science. Cham: Springer (ISBN 978-3-030-34371-2/hbk; 978-3-030-34374-3/pbk; 978-3-030-34372-9/ebook). xxii, 925 p. (2022). MSC: 68-01 68T07 68T45 68U05 68U10 68-04 PDFBibTeX XMLCite \textit{R. Szeliski}, Computer vision. Algorithms and applications. 2nd edition. Cham: Springer (2022; Zbl 1478.68007) Full Text: DOI
Ghods, Alireza; Cook, Diane J. A survey of deep network techniques all classifiers can adopt. (English) Zbl 1472.68173 Data Min. Knowl. Discov. 35, No. 1, 46-87 (2021). MSC: 68T07 62H30 PDFBibTeX XMLCite \textit{A. Ghods} and \textit{D. J. Cook}, Data Min. Knowl. Discov. 35, No. 1, 46--87 (2021; Zbl 1472.68173) Full Text: DOI Link
Liu, Minliang; Liang, Liang; Sun, Wei A generic physics-informed neural network-based constitutive model for soft biological tissues. (English) Zbl 1506.74207 Comput. Methods Appl. Mech. Eng. 372, Article ID 113402, 17 p. (2020). MSC: 74L15 92C20 PDFBibTeX XMLCite \textit{M. Liu} et al., Comput. Methods Appl. Mech. Eng. 372, Article ID 113402, 17 p. (2020; Zbl 1506.74207) Full Text: DOI Link
Duan, Jia; Zhou, Jiantao; Li, Yuanman Privacy-preserving distributed deep learning based on secret sharing. (English) Zbl 1458.68195 Inf. Sci. 527, 108-127 (2020). MSC: 68T07 68P27 68Q10 94A62 PDFBibTeX XMLCite \textit{J. Duan} et al., Inf. Sci. 527, 108--127 (2020; Zbl 1458.68195) Full Text: DOI
Liu, Minliang; Liang, Liang; Sun, Wei Estimation of in vivo constitutive parameters of the aortic wall using a machine learning approach. (English) Zbl 1440.74229 Comput. Methods Appl. Mech. Eng. 347, 201-217 (2019). MSC: 74L15 65D17 76Z05 74S99 PDFBibTeX XMLCite \textit{M. Liu} et al., Comput. Methods Appl. Mech. Eng. 347, 201--217 (2019; Zbl 1440.74229) Full Text: DOI Link
Görgel, Pelin; Simsek, Ahmet Face recognition via deep stacked denoising sparse autoencoders (DSDSA). (English) Zbl 1428.94024 Appl. Math. Comput. 355, 325-342 (2019). MSC: 94A08 PDFBibTeX XMLCite \textit{P. Görgel} and \textit{A. Simsek}, Appl. Math. Comput. 355, 325--342 (2019; Zbl 1428.94024) Full Text: DOI
Wang, Shanshan; Chen, Ying A joint loss function for deep face recognition. (English) Zbl 1415.68182 Multidimensional Syst. Signal Process. 30, No. 3, 1517-1530 (2019). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{S. Wang} and \textit{Y. Chen}, Multidimensional Syst. Signal Process. 30, No. 3, 1517--1530 (2019; Zbl 1415.68182) Full Text: DOI
Xue, Shan; Zhu, Hong Low-resolution and open-set face recognition via recursive label propagation based on statistical classification. (English) Zbl 1411.68136 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940002, 17 p. (2019). MSC: 68T10 62H30 68T05 PDFBibTeX XMLCite \textit{S. Xue} and \textit{H. Zhu}, Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940002, 17 p. (2019; Zbl 1411.68136) Full Text: DOI
Ghatak, Abhijit Deep learning with R. (English) Zbl 1411.68002 Singapore: Springer (ISBN 978-981-13-5849-4/hbk; 978-981-13-5850-0/ebook). xxiii, 245 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-04 68T05 68T07 PDFBibTeX XMLCite \textit{A. Ghatak}, Deep learning with R. Singapore: Springer (2019; Zbl 1411.68002) Full Text: DOI
Dong, Qiulei; Wang, Hong; Hu, Zhanyi Statistics of visual responses to image object stimuli from primate AIT neurons to DNN neurons. (English) Zbl 1473.92010 Neural Comput. 30, No. 2, 447-476 (2018). MSC: 92B20 68T07 68T45 PDFBibTeX XMLCite \textit{Q. Dong} et al., Neural Comput. 30, No. 2, 447--476 (2018; Zbl 1473.92010) Full Text: DOI arXiv
Rawat, Waseem; Wang, Zenghui Deep convolutional neural networks for image classification: a comprehensive review. (English) Zbl 1476.68245 Neural Comput. 29, No. 9, 2352-2449 (2017). MSC: 68T07 68T10 68U10 PDFBibTeX XMLCite \textit{W. Rawat} and \textit{Z. Wang}, Neural Comput. 29, No. 9, 2352--2449 (2017; Zbl 1476.68245) Full Text: DOI
Galanti, Tomer; Wolf, Lior; Hazan, Tamir A theoretical framework for deep transfer learning. (English) Zbl 1380.68333 Inf. Inference 5, No. 2, 159-209 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Galanti} et al., Inf. Inference 5, No. 2, 159--209 (2016; Zbl 1380.68333) Full Text: DOI Link
Cheng, Xiuyuan; Chen, Xu; Mallat, Stéphane Deep Haar scattering networks. (English) Zbl 1380.68331 Inf. Inference 5, No. 2, 105-133 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Cheng} et al., Inf. Inference 5, No. 2, 105--133 (2016; Zbl 1380.68331) Full Text: DOI arXiv
Wang, Guoyin; Xu, Ji; Zhang, Qinghua; Liu, Yuchao Multi-granularity intelligent information processing. (English) Zbl 1444.68248 Yao, Yiyu (ed.) et al., Rough sets, fuzzy sets, data mining, and granular computing. 15th international conference, RSFDGrC 2015, Tianjin, China, November 20–23, 2015. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9437, 36-48 (2015). MSC: 68T37 68T07 PDFBibTeX XMLCite \textit{G. Wang} et al., Lect. Notes Comput. Sci. 9437, 36--48 (2015; Zbl 1444.68248) Full Text: DOI