Abdeljawad, Ahmed; Grohs, Philipp Approximations with deep neural networks in Sobolev time-space. (English) Zbl 07527314 Anal. Appl., Singap. 20, No. 3, 499-541 (2022). MSC: 35A35 41A25 41A46 46E35 68T05 68T07 PDF BibTeX XML Cite \textit{A. Abdeljawad} and \textit{P. Grohs}, Anal. Appl., Singap. 20, No. 3, 499--541 (2022; Zbl 07527314) Full Text: DOI OpenURL
De Santis, E.; Galves, A.; Nappo, G.; Piccioni, M. Estimating the interaction graph of stochastic neuronal dynamics by observing only pairs of neurons. (English) Zbl 07527296 Stochastic Processes Appl. 149, 224-247 (2022). MSC: 62M45 60E15 62M30 PDF BibTeX XML Cite \textit{E. De Santis} et al., Stochastic Processes Appl. 149, 224--247 (2022; Zbl 07527296) Full Text: DOI OpenURL
Schmutz, Valentin Mean-field limit of age and leaky memory dependent Hawkes processes. (English) Zbl 07527290 Stochastic Processes Appl. 149, 39-59 (2022). MSC: 60F05 35F15 35F20 60G55 92B20 PDF BibTeX XML Cite \textit{V. Schmutz}, Stochastic Processes Appl. 149, 39--59 (2022; Zbl 07527290) Full Text: DOI OpenURL
Ladrón-de-Guevara, Antonio; Shang, Jessica K.; Nedergaard, Maiken; Kelley, Douglas H. Perivascular pumping in the mouse brain: improved boundary conditions reconcile theory, simulation, and experiment. (English) Zbl 07526892 J. Theor. Biol. 542, Article ID 111103, 10 p. (2022). MSC: 92C35 92B20 PDF BibTeX XML Cite \textit{A. Ladrón-de-Guevara} et al., J. Theor. Biol. 542, Article ID 111103, 10 p. (2022; Zbl 07526892) Full Text: DOI OpenURL
Gomez, Angela Maria; Escobar-Huertas, J. F.; Linero, D. L.; Cardenas, F. P.; Garzón-Alvarado, D. A. Simulation of the electrical stimulation of the rat brain using sleep frequencies: a finite element modeling approach. (English) Zbl 07526891 J. Theor. Biol. 542, Article ID 111093, 16 p. (2022). MSC: 92B20 92C55 PDF BibTeX XML Cite \textit{A. M. Gomez} et al., J. Theor. Biol. 542, Article ID 111093, 16 p. (2022; Zbl 07526891) Full Text: DOI OpenURL
Han, Xin-Xin; Wu, Kai-Ning; Yao, Yu Asynchronous boundary stabilization for T-S fuzzy Markov jump delay reaction-diffusion neural networks. (English) Zbl 07526639 J. Franklin Inst. 359, No. 7, 2833-2856 (2022). MSC: 93D23 93C20 93C42 93E03 PDF BibTeX XML Cite \textit{X.-X. Han} et al., J. Franklin Inst. 359, No. 7, 2833--2856 (2022; Zbl 07526639) Full Text: DOI OpenURL
Yu, Jeremy; Lu, Lu; Meng, Xuhui; Karniadakis, George Em Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems. (English) Zbl 07526130 Comput. Methods Appl. Mech. Eng. 393, Article ID 114823, 22 p. (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{J. Yu} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114823, 22 p. (2022; Zbl 07526130) Full Text: DOI OpenURL
Henkes, Alexander; Wessels, Henning; Mahnken, Rolf Physics informed neural networks for continuum micromechanics. (English) Zbl 07526114 Comput. Methods Appl. Mech. Eng. 393, Article ID 114790, 22 p. (2022). MSC: 74-XX 82-XX PDF BibTeX XML Cite \textit{A. Henkes} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114790, 22 p. (2022; Zbl 07526114) Full Text: DOI OpenURL
Rivera, Jon A.; Taylor, Jamie M.; Omella, Ángel J.; Pardo, David On quadrature rules for solving partial differential equations using neural networks. (English) Zbl 07526087 Comput. Methods Appl. Mech. Eng. 393, Article ID 114710, 21 p. (2022). MSC: 35A25 65N50 68T07 PDF BibTeX XML Cite \textit{J. A. Rivera} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114710, 21 p. (2022; Zbl 07526087) Full Text: DOI OpenURL
Zhang, Di; Zhou, Yichen; Zhao, Jiaqi; Zhou, Yong Co-evolution-based parameter learning for remote sensing scene classification. (English) Zbl 07526027 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 2, Article ID 2150046, 15 p. (2022). MSC: 68T01 PDF BibTeX XML Cite \textit{D. Zhang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 2, Article ID 2150046, 15 p. (2022; Zbl 07526027) Full Text: DOI OpenURL
Papapicco, Davide; Demo, Nicola; Girfoglio, Michele; Stabile, Giovanni; Rozza, Gianluigi The neural network shifted-proper orthogonal decomposition: a machine learning approach for non-linear reduction of hyperbolic equations. (English) Zbl 07526012 Comput. Methods Appl. Mech. Eng. 392, Article ID 114687, 20 p. (2022). MSC: 68-XX 65-XX PDF BibTeX XML Cite \textit{D. Papapicco} et al., Comput. Methods Appl. Mech. Eng. 392, Article ID 114687, 20 p. (2022; Zbl 07526012) Full Text: DOI OpenURL
Gao, Guangyuan; Meng, Shengwang; Wüthrich, Mario V. What can we learn from telematics car driving data: a survey. (English) Zbl 07525957 Insur. Math. Econ. 104, 185-199 (2022). MSC: 91G05 PDF BibTeX XML Cite \textit{G. Gao} et al., Insur. Math. Econ. 104, 185--199 (2022; Zbl 07525957) Full Text: DOI OpenURL
Bos, Thijs; Schmidt-Hieber, Johannes Convergence rates of deep ReLU networks for multiclass classification. (English) Zbl 07524984 Electron. J. Stat. 16, No. 1, 2724-2773 (2022). MSC: 62G05 68T07 PDF BibTeX XML Cite \textit{T. Bos} and \textit{J. Schmidt-Hieber}, Electron. J. Stat. 16, No. 1, 2724--2773 (2022; Zbl 07524984) Full Text: DOI Link OpenURL
Taghizadeh, Ehsan; Byrne, Helen M.; Wood, Brian D. Explicit physics-informed neural networks for nonlinear closure: the case of transport in tissues. (English) Zbl 07524778 J. Comput. Phys. 449, Article ID 110781, 21 p. (2022). MSC: 92Cxx 35Qxx 68Txx PDF BibTeX XML Cite \textit{E. Taghizadeh} et al., J. Comput. Phys. 449, Article ID 110781, 21 p. (2022; Zbl 07524778) Full Text: DOI OpenURL
Wang, Sifan; Yu, Xinling; Perdikaris, Paris When and why PINNs fail to train: a neural tangent kernel perspective. (English) Zbl 07524768 J. Comput. Phys. 449, Article ID 110768, 28 p. (2022). MSC: 68Txx 65Mxx 35Qxx PDF BibTeX XML Cite \textit{S. Wang} et al., J. Comput. Phys. 449, Article ID 110768, 28 p. (2022; Zbl 07524768) Full Text: DOI OpenURL
Patel, Ravi G.; Manickam, Indu; Trask, Nathaniel A.; Wood, Mitchell A.; Lee, Myoungkyu; Tomas, Ignacio; Cyr, Eric C. Thermodynamically consistent physics-informed neural networks for hyperbolic systems. (English) Zbl 07524762 J. Comput. Phys. 449, Article ID 110754, 24 p. (2022). MSC: 35Lxx 65Mxx 68Txx PDF BibTeX XML Cite \textit{R. G. Patel} et al., J. Comput. Phys. 449, Article ID 110754, 24 p. (2022; Zbl 07524762) Full Text: DOI OpenURL
Mishra, Siddhartha; Molinaro, Roberto Estimates on the generalization error of physics-informed neural networks for approximating a class of inverse problems for PDEs. (English) Zbl 07524707 IMA J. Numer. Anal. 42, No. 2, 981-1022 (2022). MSC: 65-XX PDF BibTeX XML Cite \textit{S. Mishra} and \textit{R. Molinaro}, IMA J. Numer. Anal. 42, No. 2, 981--1022 (2022; Zbl 07524707) Full Text: DOI OpenURL
Fan, Yuwei; Ying, Lexing Solving inverse wave scattering with deep learning. (English) Zbl 07524378 Ann. Math. Sci. Appl. 7, No. 1, 23-48 (2022). MSC: 65N21 68T07 74J25 86A22 PDF BibTeX XML Cite \textit{Y. Fan} and \textit{L. Ying}, Ann. Math. Sci. Appl. 7, No. 1, 23--48 (2022; Zbl 07524378) Full Text: DOI OpenURL
Huang, Jianguo; Wang, Chunmei; Wang, Haoqin A deep learning method for elliptic hemivariational inequalities. (English) Zbl 07524365 East Asian J. Appl. Math. 12, No. 3, 487-502 (2022). MSC: 65K15 68T07 68U99 PDF BibTeX XML Cite \textit{J. Huang} et al., East Asian J. Appl. Math. 12, No. 3, 487--502 (2022; Zbl 07524365) Full Text: DOI OpenURL
Meng, Xuhui; Yang, Liu; Mao, Zhiping; del Águila Ferrandis, José; Karniadakis, George Em Learning functional priors and posteriors from data and physics. (English) Zbl 07523820 J. Comput. Phys. 457, Article ID 111073, 22 p. (2022). MSC: 68Txx 41Axx 62-XX PDF BibTeX XML Cite \textit{X. Meng} et al., J. Comput. Phys. 457, Article ID 111073, 22 p. (2022; Zbl 07523820) Full Text: DOI OpenURL
Lu, Jianfeng; Steinerberger, Stefan Neural collapse under cross-entropy loss. (English) Zbl 07522508 Appl. Comput. Harmon. Anal. 59, 224-241 (2022). MSC: 68T07 42C15 90C26 PDF BibTeX XML Cite \textit{J. Lu} and \textit{S. Steinerberger}, Appl. Comput. Harmon. Anal. 59, 224--241 (2022; Zbl 07522508) Full Text: DOI OpenURL
Hutter, Clemens; Gül, Recep; Bölcskei, Helmut Metric entropy limits on recurrent neural network learning of linear dynamical systems. (English) Zbl 07522507 Appl. Comput. Harmon. Anal. 59, 198-223 (2022). MSC: 93-XX 68-XX PDF BibTeX XML Cite \textit{C. Hutter} et al., Appl. Comput. Harmon. Anal. 59, 198--223 (2022; Zbl 07522507) Full Text: DOI OpenURL
Bihlo, Alex; Popovych, Roman O. Physics-informed neural networks for the shallow-water equations on the sphere. (English) Zbl 07518102 J. Comput. Phys. 456, Article ID 111024, 18 p. (2022). MSC: 76Mxx 68Txx 65Mxx PDF BibTeX XML Cite \textit{A. Bihlo} and \textit{R. O. Popovych}, J. Comput. Phys. 456, Article ID 111024, 18 p. (2022; Zbl 07518102) Full Text: DOI OpenURL
Trask, Nathaniel; Huang, Andy; Hu, Xiaozhe Enforcing exact physics in scientific machine learning: a data-driven exterior calculus on graphs. (English) Zbl 07518096 J. Comput. Phys. 456, Article ID 110969, 19 p. (2022). MSC: 65Nxx 58Axx 35Jxx PDF BibTeX XML Cite \textit{N. Trask} et al., J. Comput. Phys. 456, Article ID 110969, 19 p. (2022; Zbl 07518096) Full Text: DOI OpenURL
Antonietti, P. F.; Manuzzi, E. Refinement of polygonal grids using convolutional neural networks with applications to polygonal discontinuous Galerkin and virtual element methods. (English) Zbl 07517731 J. Comput. Phys. 452, Article ID 110900, 20 p. (2022). MSC: 65Nxx 35Jxx 65Mxx PDF BibTeX XML Cite \textit{P. F. Antonietti} and \textit{E. Manuzzi}, J. Comput. Phys. 452, Article ID 110900, 20 p. (2022; Zbl 07517731) Full Text: DOI OpenURL
Xu, Kailai; Darve, Eric Physics constrained learning for data-driven inverse modeling from sparse observations. (English) Zbl 07517712 J. Comput. Phys. 453, Article ID 110938, 24 p. (2022). MSC: 65Nxx 49Mxx 65Yxx PDF BibTeX XML Cite \textit{K. Xu} and \textit{E. Darve}, J. Comput. Phys. 453, Article ID 110938, 24 p. (2022; Zbl 07517712) Full Text: DOI OpenURL
Caragea, Andrei; Lee, Dae Gwan; Maly, Johannes; Pfander, Götz; Voigtlaender, Felix Quantitative approximation results for complex-valued neural networks. (English) Zbl 07517703 SIAM J. Math. Data Sci. 4, No. 2, 553-580 (2022). MSC: 68T07 41A25 41A46 PDF BibTeX XML Cite \textit{A. Caragea} et al., SIAM J. Math. Data Sci. 4, No. 2, 553--580 (2022; Zbl 07517703) Full Text: DOI OpenURL
Bah, Bubacarr; Rauhut, Holger; Terstiege, Ulrich; Westdickenberg, Michael Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers. (English) Zbl 07517500 Inf. Inference 11, No. 1, 307-353 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{B. Bah} et al., Inf. Inference 11, No. 1, 307--353 (2022; Zbl 07517500) Full Text: DOI OpenURL
Font, Juan J.; Macario, Sergio Constructive approximation of continuous interval-valued functions. (English) Zbl 07517479 Numer. Funct. Anal. Optim. 43, No. 2, 127-144 (2022). MSC: 41A30 65G40 PDF BibTeX XML Cite \textit{J. J. Font} and \textit{S. Macario}, Numer. Funct. Anal. Optim. 43, No. 2, 127--144 (2022; Zbl 07517479) Full Text: DOI OpenURL
Iba, Hitoshi Swarm intelligence and deep evolution. Evolutionary approach to artificial intelligence. (English) Zbl 07517354 Boca Raton, FL: CRC Press/Science Publishers (ISBN 978-1-032-00915-5/hbk; 978-1-032-00917-9/pbk; 978-1-003-17636-7/ebook). ix, 278 p. (2022). MSC: 68-01 68T05 68T07 68W50 PDF BibTeX XML Cite \textit{H. Iba}, Swarm intelligence and deep evolution. Evolutionary approach to artificial intelligence. Boca Raton, FL: CRC Press/Science Publishers (2022; Zbl 07517354) OpenURL
Osipyan, Hasmik; Edwards, Bosede Iyiade; Cheok, Adrian David Deep neural network applications. (English) Zbl 07517351 Boca Raton, FL: CRC Press/Science Publishers (ISBN 978-0-367-21146-2/hbk; 978-1-032-22903-4/pbk; 978-0-429-26568-6/ebook). 158 p. (2022). MSC: 68-02 68T07 PDF BibTeX XML Cite \textit{H. Osipyan} et al., Deep neural network applications. Boca Raton, FL: CRC Press/Science Publishers (2022; Zbl 07517351) Full Text: DOI OpenURL
Penwarden, Michael; Zhe, Shandian; Narayan, Akil; Kirby, Robert M. Multifidelity modeling for physics-informed neural networks (PINNs). (English) Zbl 07517154 J. Comput. Phys. 451, Article ID 110844, 13 p. (2022). MSC: 65Mxx 35Rxx 68Txx PDF BibTeX XML Cite \textit{M. Penwarden} et al., J. Comput. Phys. 451, Article ID 110844, 13 p. (2022; Zbl 07517154) Full Text: DOI OpenURL
Fuhg, Jan N.; Bouklas, Nikolaos The mixed deep energy method for resolving concentration features in finite strain hyperelasticity. (English) Zbl 07517152 J. Comput. Phys. 451, Article ID 110839, 16 p. (2022). MSC: 68Txx 74Sxx 74Bxx PDF BibTeX XML Cite \textit{J. N. Fuhg} and \textit{N. Bouklas}, J. Comput. Phys. 451, Article ID 110839, 16 p. (2022; Zbl 07517152) Full Text: DOI OpenURL
Grigsby, J. Elisenda; Lindsey, Kathryn On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networks. (English) Zbl 07516938 SIAM J. Appl. Algebra Geom. 6, No. 2, 216-242 (2022). MSC: 68T07 57R70 57Q99 52B70 52C35 PDF BibTeX XML Cite \textit{J. E. Grigsby} and \textit{K. Lindsey}, SIAM J. Appl. Algebra Geom. 6, No. 2, 216--242 (2022; Zbl 07516938) Full Text: DOI OpenURL
Opschoor, Joost A. A.; Schwab, Christoph; Zech, Jakob Deep learning in high dimension: ReLU neural network expression for Bayesian PDE inversion. (English) Zbl 07516522 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 419-462 (2022). MSC: 62F15 65N21 62M45 68Q32 41A25 PDF BibTeX XML Cite \textit{J. A. A. Opschoor} et al., Radon Ser. Comput. Appl. Math. 29, 419--462 (2022; Zbl 07516522) Full Text: DOI OpenURL
Guth, Philipp A.; Schillings, Claudia; Weissmann, Simon Ensemble Kalman filter for neural network-based one-shot inversion. (English) Zbl 07516521 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 393-418 (2022). MSC: 65N21 62F15 65N75 90C56 PDF BibTeX XML Cite \textit{P. A. Guth} et al., Radon Ser. Comput. Appl. Math. 29, 393--418 (2022; Zbl 07516521) Full Text: DOI OpenURL
Duval, Céline; Luçon, Eric; Pouzat, Christophe Interacting Hawkes processes with multiplicative inhibition. (English) Zbl 07515388 Stochastic Processes Appl. 148, 180-226 (2022). MSC: 60G55 92B20 60F99 PDF BibTeX XML Cite \textit{C. Duval} et al., Stochastic Processes Appl. 148, 180--226 (2022; Zbl 07515388) Full Text: DOI OpenURL
Pintea, Silvia L.; Sharma, Siddharth; Vossepoel, Femke C.; van Gemert, Jan C.; Loog, Marco; Verschuur, Dirk J. Seismic inversion with deep learning. A proposal for litho-type classification. (English) Zbl 07513784 Comput. Geosci. 26, No. 2, 351-364 (2022). MSC: 86A15 86A22 86A32 68T07 PDF BibTeX XML Cite \textit{S. L. Pintea} et al., Comput. Geosci. 26, No. 2, 351--364 (2022; Zbl 07513784) Full Text: DOI OpenURL
Razak, Syamil Mohd; Jiang, Anyue; Jafarpour, Behnam Latent-space inversion (LSI): a deep learning framework for inverse mapping of subsurface flow data. (English) Zbl 07513771 Comput. Geosci. 26, No. 1, 71-99 (2022). MSC: 86A05 86A32 86A22 68T07 PDF BibTeX XML Cite \textit{S. M. Razak} et al., Comput. Geosci. 26, No. 1, 71--99 (2022; Zbl 07513771) Full Text: DOI OpenURL
Jing, Xin; Luo, Jungang; Zhang, Shangyao; Wei, Na Runoff forecasting model based on variational mode decomposition and artificial neural networks. (English) Zbl 07513230 Math. Biosci. Eng. 19, No. 2, 1633-1648 (2022). MSC: 92-XX PDF BibTeX XML Cite \textit{X. Jing} et al., Math. Biosci. Eng. 19, No. 2, 1633--1648 (2022; Zbl 07513230) Full Text: DOI OpenURL
Sabir, Zulqurnain; Wahab, Hafiz Abdul; Guirao, Juan L. G. A novel design of Gudermannian function as a neural network for the singular nonlinear delayed, prediction and pantograph differential models. (English) Zbl 07513184 Math. Biosci. Eng. 19, No. 1, 663-687 (2022). MSC: 92-XX PDF BibTeX XML Cite \textit{Z. Sabir} et al., Math. Biosci. Eng. 19, No. 1, 663--687 (2022; Zbl 07513184) Full Text: DOI OpenURL
Liu, Mengfan; Jiao, Runkai; Nian, Qing Training method and system for stress management and mental health care of managers based on deep learning. (English) Zbl 07513173 Math. Biosci. Eng. 19, No. 1, 371-393 (2022). MSC: 92C50 68T07 PDF BibTeX XML Cite \textit{M. Liu} et al., Math. Biosci. Eng. 19, No. 1, 371--393 (2022; Zbl 07513173) Full Text: DOI OpenURL
Sabir, Zulqurnain; Raja, Muhammad Asif Zahoor; Alnahdi, Abeer S.; Jeelani, Mdi Begum; Abdelkawy, M. A. Numerical investigations of the nonlinear smoke model using the Gudermannian neural networks. (English) Zbl 07513172 Math. Biosci. Eng. 19, No. 1, 351-370 (2022). MSC: 92D30 68T07 68W50 PDF BibTeX XML Cite \textit{Z. Sabir} et al., Math. Biosci. Eng. 19, No. 1, 351--370 (2022; Zbl 07513172) Full Text: DOI OpenURL
Wang, Boyang; Zhang, Wenyu MARnet: multi-scale adaptive residual neural network for chest X-ray images recognition of lung diseases. (English) Zbl 07513171 Math. Biosci. Eng. 19, No. 1, 331-350 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{B. Wang} and \textit{W. Zhang}, Math. Biosci. Eng. 19, No. 1, 331--350 (2022; Zbl 07513171) Full Text: DOI OpenURL
Almazroi, Abdulwahab Ali Survival prediction among heart patients using machine learning techniques. (English) Zbl 07513161 Math. Biosci. Eng. 19, No. 1, 134-145 (2022). MSC: 92C32 68T07 PDF BibTeX XML Cite \textit{A. A. Almazroi}, Math. Biosci. Eng. 19, No. 1, 134--145 (2022; Zbl 07513161) Full Text: DOI OpenURL
Alway, Alyaa; Zamri, Nur Ezlin; Karim, Syed Anayet; Mansor, Mohd. Asyraf; Mohd Kasihmuddin, Mohd Shareduwan; Mohammed Bazuhair, Muna Major 2 satisfiability logic in discrete Hopfield neural network. (English) Zbl 07513118 Int. J. Comput. Math. 99, No. 5, 924-948 (2022). MSC: 68T07 68R07 PDF BibTeX XML Cite \textit{A. Alway} et al., Int. J. Comput. Math. 99, No. 5, 924--948 (2022; Zbl 07513118) Full Text: DOI OpenURL
Jäger, Georg; Reisinger, Daniel Can we replicate real human behaviour using artificial neural networks? (English) Zbl 07513096 Math. Comput. Model. Dyn. Syst. 28, No. 1, 95-109 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{G. Jäger} and \textit{D. Reisinger}, Math. Comput. Model. Dyn. Syst. 28, No. 1, 95--109 (2022; Zbl 07513096) Full Text: DOI OpenURL
Zhang, Pei; Liu, Siyan; Lu, Dan; Sankaran, Ramanan; Zhang, Guannan An out-of-distribution-aware autoencoder model for reduced chemical kinetics. (English) Zbl 07512209 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913-930 (2022). MSC: 37M05 37N99 35K57 68T07 PDF BibTeX XML Cite \textit{P. Zhang} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913--930 (2022; Zbl 07512209) Full Text: DOI OpenURL
Xie, Xuping; Bao, Feng; Maier, Thomas; Webster, Clayton Analytic continuation of noisy data using Adams Bashforth residual neural network. (English) Zbl 07512207 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 877-892 (2022). MSC: 68T07 49N30 30B40 93E20 PDF BibTeX XML Cite \textit{X. Xie} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 877--892 (2022; Zbl 07512207) Full Text: DOI OpenURL
Oballe, Christopher; Cherne, Alan; Boothe, Dave; Kerick, Scott; Franaszczuk, Piotr J.; Maroulas, Vasileios Bayesian topological signal processing. (English) Zbl 07512203 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797-817 (2022). MSC: 55N31 68T07 PDF BibTeX XML Cite \textit{C. Oballe} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797--817 (2022; Zbl 07512203) Full Text: DOI OpenURL
Chen, Zheng; Liu, Liu; Mu, Lin Solving the linear transport equation by a deep neural network approach. (English) Zbl 07512197 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 669-686 (2022). MSC: 65M60 35Q49 68T07 PDF BibTeX XML Cite \textit{Z. Chen} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 669--686 (2022; Zbl 07512197) Full Text: DOI OpenURL
Chen, Jie; Saad, Yousef; Zhang, Zechen Graph coarsening: from scientific computing to machine learning. (English) Zbl 07511992 S\(\vec{\text{e}}\)MA J. 79, No. 1, 187-223 (2022). MSC: 65N55 65F10 68T05 05C85 94C15 PDF BibTeX XML Cite \textit{J. Chen} et al., S\(\vec{\text{e}}\)MA J. 79, No. 1, 187--223 (2022; Zbl 07511992) Full Text: DOI OpenURL
Zhou, Wenjia; Hu, Yuanfa; Liu, Xiaoyang; Cao, Jinde Finite-time adaptive synchronization of coupled uncertain neural networks via intermittent control. (English) Zbl 07511843 Physica A 596, Article ID 127107, 18 p. (2022). MSC: 82-XX PDF BibTeX XML Cite \textit{W. Zhou} et al., Physica A 596, Article ID 127107, 18 p. (2022; Zbl 07511843) Full Text: DOI OpenURL
Ong, Yong Zheng; Yang, Haizhao Generative imaging and image processing via generative encoder. (English) Zbl 07511766 Inverse Probl. Imaging 16, No. 3, 525-545 (2022). MSC: 68U10 68T07 PDF BibTeX XML Cite \textit{Y. Z. Ong} and \textit{H. Yang}, Inverse Probl. Imaging 16, No. 3, 525--545 (2022; Zbl 07511766) Full Text: DOI OpenURL
Parhi, Rahul; Nowak, Robert D. What kinds of functions do deep neural networks learn? Insights from variational spline theory. (English) Zbl 07511677 SIAM J. Math. Data Sci. 4, No. 2, 464-489 (2022). MSC: 68T05 82C32 94A12 46E27 47A52 PDF BibTeX XML Cite \textit{R. Parhi} and \textit{R. D. Nowak}, SIAM J. Math. Data Sci. 4, No. 2, 464--489 (2022; Zbl 07511677) Full Text: DOI OpenURL
Fokina, Daria; Iliev, Oleg; Oseledets, Ivan Deep neural networks and adaptive quadrature for solving variational problems. (English) Zbl 07511656 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 13th international conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13127, 369-377 (2022). MSC: 65D32 68T07 PDF BibTeX XML Cite \textit{D. Fokina} et al., Lect. Notes Comput. Sci. 13127, 369--377 (2022; Zbl 07511656) Full Text: DOI OpenURL
Titsias, Michalis K.; Sygnowski, Jakub; Chen, Yutian Sequential changepoint detection in neural networks with checkpoints. (English) Zbl 07511138 Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022). MSC: 62-08 62F03 62L10 68T07 PDF BibTeX XML Cite \textit{M. K. Titsias} et al., Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022; Zbl 07511138) Full Text: DOI OpenURL
Dryuchenko, M. A.; Sirota, A. A. Image stegoanalysis using deep neural networks and heteroassociative integral transformations. (Russian. English summary) Zbl 07510661 Prikl. Diskretn. Mat. 2022, No. 55, 35-58 (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{M. A. Dryuchenko} and \textit{A. A. Sirota}, Prikl. Diskretn. Mat. 2022, No. 55, 35--58 (2022; Zbl 07510661) Full Text: DOI MNR OpenURL
Ding, Weijie; Mao, Xiaochen; Qiao, Lei; Guan, Mingjie; Shao, Minqiang Delay-induced instability and oscillations in a multiplex neural system with Fitzhugh-Nagumo networks. (English) Zbl 07510624 Electron Res. Arch. 30, No. 3, 1075-1086 (2022). MSC: 92B20 PDF BibTeX XML Cite \textit{W. Ding} et al., Electron Res. Arch. 30, No. 3, 1075--1086 (2022; Zbl 07510624) Full Text: DOI OpenURL
Paluzo-Hidalgo, Eduardo; Gonzalez-Diaz, Rocio; Aguirre-Carrazana, Guillermo Emotion recognition in talking-face videos using persistent entropy and neural networks. (English) Zbl 07510601 Electron Res. Arch. 30, No. 2, 644-660 (2022). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{E. Paluzo-Hidalgo} et al., Electron Res. Arch. 30, No. 2, 644--660 (2022; Zbl 07510601) Full Text: DOI OpenURL
Salcedo-Sanz, S.; Casillas-Pérez, D.; Del Ser, J.; Casanova-Mateo, C.; Cuadra, L.; Piles, M.; Camps-Valls, G. Persistence in complex systems. (English) Zbl 07510489 Phys. Rep. 957, 1-73 (2022). MSC: 81-XX 82-XX PDF BibTeX XML Cite \textit{S. Salcedo-Sanz} et al., Phys. Rep. 957, 1--73 (2022; Zbl 07510489) Full Text: DOI OpenURL
Dash, Tirtharaj; Srinivasan, Ashwin; Baskar, A. Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment. (English) Zbl 07510322 Mach. Learn. 111, No. 2, 575-623 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Dash} et al., Mach. Learn. 111, No. 2, 575--623 (2022; Zbl 07510322) Full Text: DOI OpenURL
Shafiya, M.; Nagamani, G. Extended dissipativity criterion for fractional-order neural networks with time-varying parameter and interval uncertainties. (English) Zbl 07507648 Comput. Appl. Math. 41, No. 3, Paper No. 95, 24 p. (2022). MSC: 26A33 68T07 93D05 PDF BibTeX XML Cite \textit{M. Shafiya} and \textit{G. Nagamani}, Comput. Appl. Math. 41, No. 3, Paper No. 95, 24 p. (2022; Zbl 07507648) Full Text: DOI OpenURL
Zeng, Jun; Alassafi, Madini O.; Song, Ke Simulation of fuzzy neural network algorithm in dynamic nonlinear system. (English) Zbl 07507590 Fractals 30, No. 2, Article ID 2240106, 11 p. (2022). MSC: 93B30 93C42 93C10 68T07 PDF BibTeX XML Cite \textit{J. Zeng} et al., Fractals 30, No. 2, Article ID 2240106, 11 p. (2022; Zbl 07507590) Full Text: DOI OpenURL
Wang, Zhiyou; Chen, Ying; Alsemmeari, Rayanatteah; Zhou, Yuan Design of dynamic nonlinear intelligent control system for signal processing. (English) Zbl 07507575 Fractals 30, No. 2, Article ID 2240091, 12 p. (2022). MSC: 93B51 93C10 94A12 68T07 PDF BibTeX XML Cite \textit{Z. Wang} et al., Fractals 30, No. 2, Article ID 2240091, 12 p. (2022; Zbl 07507575) Full Text: DOI OpenURL
Guo, Jianfang; Albeshri, Aiiad A.; Guerrero Sanchez, Yolanda Psychological memory forgetting model using linear differential equation analysis. (English) Zbl 07507564 Fractals 30, No. 2, Article ID 2240080, 12 p. (2022). MSC: 91E40 92B20 34A08 PDF BibTeX XML Cite \textit{J. Guo} et al., Fractals 30, No. 2, Article ID 2240080, 12 p. (2022; Zbl 07507564) Full Text: DOI OpenURL
Xing, Tingyan; Khadidos, Adil Omar; Li, Lin Construction of switch nonlinear dynamic system using adaptive neural network technology. (English) Zbl 07507555 Fractals 30, No. 2, Article ID 2240071, 11 p. (2022). MSC: 93C40 93C30 93C10 68T07 PDF BibTeX XML Cite \textit{T. Xing} et al., Fractals 30, No. 2, Article ID 2240071, 11 p. (2022; Zbl 07507555) Full Text: DOI OpenURL
Chen, Xiaobing; Zhu, Liehuang; Alghazzawi, Daniyal M.; Wang, Zhongru; Guo, Qing Security application of neural networks under the inspection of nonlinear dynamic systems. (English) Zbl 07507545 Fractals 30, No. 2, Article ID 2240061, 9 p. (2022). MSC: 93C40 93C10 93C42 68T07 PDF BibTeX XML Cite \textit{X. Chen} et al., Fractals 30, No. 2, Article ID 2240061, 9 p. (2022; Zbl 07507545) Full Text: DOI OpenURL
Ge, Chao; Liu, Xin; Hua, Changchun; Park, Ju H. Exponential synchronization of the switched uncertain neural networks with mixed delays based on sampled-data control. (English) Zbl 07507120 J. Franklin Inst. 359, No. 5, 2259-2282 (2022). MSC: 93D23 93C30 93C57 93B70 93C43 PDF BibTeX XML Cite \textit{C. Ge} et al., J. Franklin Inst. 359, No. 5, 2259--2282 (2022; Zbl 07507120) Full Text: DOI OpenURL
Chark, Robin; Zhong, Songfa; Tsang, Shui Ying; Khor, Chiea Chuen; Ebstein, Richard P.; Xue, Hong; Chew, Soo Hong A gene-brain-behavior basis for familiarity bias in source preference. (English) Zbl 07507039 Theory Decis. 92, No. 3-4, 531-567 (2022). MSC: 91B06 92B20 92D10 PDF BibTeX XML Cite \textit{R. Chark} et al., Theory Decis. 92, No. 3--4, 531--567 (2022; Zbl 07507039) Full Text: DOI OpenURL
Saul, Lawrence K. A nonlinear matrix decomposition for mining the zeros of sparse data. (English) Zbl 07506825 SIAM J. Math. Data Sci. 4, No. 2, 431-463 (2022). MSC: 62R07 65F50 65F55 68T07 PDF BibTeX XML Cite \textit{L. K. Saul}, SIAM J. Math. Data Sci. 4, No. 2, 431--463 (2022; Zbl 07506825) Full Text: DOI OpenURL
Cui, Lu-Bin; Hu, Qing A chord-Zhang neural network model for solving absolute value equations. (English) Zbl 1483.65070 Pac. J. Optim. 18, No. 1, 77-89 (2022). MSC: 65F99 15A06 68T07 PDF BibTeX XML Cite \textit{L.-B. Cui} and \textit{Q. Hu}, Pac. J. Optim. 18, No. 1, 77--89 (2022; Zbl 1483.65070) Full Text: Link OpenURL
Roberts, Daniel A.; Yaida, Sho; Hanin, Boris The principles of deep learning theory. An effective theory approach to understanding neural networks (to appear). (English) Zbl 07506065 Cambridge: Cambridge University Press (ISBN 978-1-316-51933-2/hbk). (2022). MSC: 68-01 68T07 PDF BibTeX XML OpenURL
Ruiz-Balet, Domènec; Affili, Elisa; Zuazua, Enrique Interpolation and approximation via momentum ResNets and neural ODEs. (English) Zbl 07506018 Syst. Control Lett. 162, Article ID 105182, 13 p. (2022). MSC: 93C15 93B07 68T07 PDF BibTeX XML Cite \textit{D. Ruiz-Balet} et al., Syst. Control Lett. 162, Article ID 105182, 13 p. (2022; Zbl 07506018) Full Text: DOI OpenURL
Yao, Kaixuan; Liang, Jiye; Liang, Jianqing; Li, Ming; Cao, Feilong Multi-view graph convolutional networks with attention mechanism. (English) Zbl 07505993 Artif. Intell. 307, Article ID 103708, 15 p. (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{K. Yao} et al., Artif. Intell. 307, Article ID 103708, 15 p. (2022; Zbl 07505993) Full Text: DOI OpenURL
Li, Xu; Liu, Haibo; Liu, Kuo; Bo, Qile; Wang, Yongqing An improved \(\mathcal{L}_2\)-gain analysis method of nonlinear delay systems and its application to delayed neural networks. (English) Zbl 07505191 Int. J. Control 95, No. 4, 1021-1031 (2022). MSC: 93C10 93C43 93B70 PDF BibTeX XML Cite \textit{X. Li} et al., Int. J. Control 95, No. 4, 1021--1031 (2022; Zbl 07505191) Full Text: DOI OpenURL
Wang, Wentao; Chen, Wei Mean-square exponential stability of stochastic inertial neural networks. (English) Zbl 07505189 Int. J. Control 95, No. 4, 1003-1009 (2022). MSC: 93D23 93E15 93B70 PDF BibTeX XML Cite \textit{W. Wang} and \textit{W. Chen}, Int. J. Control 95, No. 4, 1003--1009 (2022; Zbl 07505189) Full Text: DOI OpenURL
Bois, Léo; Franck, Emmanuel; Navoret, Laurent; Vigon, Vincent A neural network closure for the Euler-Poisson system based on kinetic simulations. (English) Zbl 1483.35158 Kinet. Relat. Models 15, No. 1, 49-89 (2022). MSC: 35Q31 65M08 82D10 68T07 PDF BibTeX XML Cite \textit{L. Bois} et al., Kinet. Relat. Models 15, No. 1, 49--89 (2022; Zbl 1483.35158) Full Text: DOI OpenURL
Knoblauch, Andreas On the antiderivatives of \(x^p/(1 - x)\) with an application to optimize loss functions for classification with neural networks. (English) Zbl 07504740 Ann. Math. Artif. Intell. 90, No. 4, 425-452 (2022). MSC: 68Txx 26A42 33B20 68T05 68T10 92B20 PDF BibTeX XML Cite \textit{A. Knoblauch}, Ann. Math. Artif. Intell. 90, No. 4, 425--452 (2022; Zbl 07504740) Full Text: DOI OpenURL
Brunton, Steven L.; Kutz, J. Nathan Data-driven science and engineering. Machine learning, dynamical systems, and control (to appear). 2nd edition. (English) Zbl 07504243 Cambridge: Cambridge University Press (ISBN 978-1-00-909848-9/hbk). (2022). MSC: 68-01 62-01 93-01 37N35 62R07 68T05 68T09 93B28 93B30 93C95 94A16 PDF BibTeX XML OpenURL
Swan, Melanie; dos Santos, Renato P.; Lebedev, Mikhail; Witte, Frank Quantum computing for the brain (to appear). (English) Zbl 07503113 Between Science and Economics 3. Singapore: World Scientific (ISBN 978-1-80061-061-3/hbk). 552 p. (2022). MSC: 81-02 92-02 81P68 92B20 92C20 PDF BibTeX XML Cite \textit{M. Swan} et al., Quantum computing for the brain (to appear). Singapore: World Scientific (2022; Zbl 07503113) Full Text: DOI OpenURL
Schnürch, Simon; Korn, Ralf Point and interval forecasts of death rates using neural networks. (English) Zbl 07503086 ASTIN Bull. 52, No. 1, 333-360 (2022). MSC: 91G05 91D20 68T07 PDF BibTeX XML Cite \textit{S. Schnürch} and \textit{R. Korn}, ASTIN Bull. 52, No. 1, 333--360 (2022; Zbl 07503086) Full Text: DOI OpenURL
Blier-Wong, Christopher; Cossette, Hélène; Lamontagne, Luc; Marceau, Etienne Geographic ratemaking with spatial embeddings. (English) Zbl 07503074 ASTIN Bull. 52, No. 1, 1-31 (2022). MSC: 91G05 91D20 91B72 PDF BibTeX XML Cite \textit{C. Blier-Wong} et al., ASTIN Bull. 52, No. 1, 1--31 (2022; Zbl 07503074) Full Text: DOI OpenURL
Xing, Ruitao; Xiao, Min; Zhang, Yuezhong; Qiu, Jianlong Stability and Hopf bifurcation analysis of an \((n+m)\)-neuron double-ring neural network model with multiple time delays. (English) Zbl 07502207 J. Syst. Sci. Complex. 35, No. 1, 159-178 (2022). MSC: 34K20 34K21 34K18 34K13 92B20 PDF BibTeX XML Cite \textit{R. Xing} et al., J. Syst. Sci. Complex. 35, No. 1, 159--178 (2022; Zbl 07502207) Full Text: DOI OpenURL
Guo, Yingxin; Ge, Shuzhi Sam; Arbi, Adnène Stability of traveling waves solutions for nonlinear cellular neural networks with distributed delays. (English) Zbl 07502200 J. Syst. Sci. Complex. 35, No. 1, 18-31 (2022). MSC: 93D23 93C20 35C07 93B70 PDF BibTeX XML Cite \textit{Y. Guo} et al., J. Syst. Sci. Complex. 35, No. 1, 18--31 (2022; Zbl 07502200) Full Text: DOI OpenURL
Göttlich, Simone; Totzeck, Claudia Parameter calibration with stochastic gradient descent for interacting particle systems driven by neural networks. (English) Zbl 07501185 Math. Control Signals Syst. 34, No. 1, 185-214 (2022). MSC: 93E20 68T07 PDF BibTeX XML Cite \textit{S. Göttlich} and \textit{C. Totzeck}, Math. Control Signals Syst. 34, No. 1, 185--214 (2022; Zbl 07501185) Full Text: DOI OpenURL
Haider, Abbas; Wang, Hui; Scotney, Bryan; Hawe, Glenn Predictive market making via machine learning. (English) Zbl 07500849 SN Oper. Res. Forum 3, No. 1, Paper No. 5, 21 p. (2022). MSC: 91G15 68T07 PDF BibTeX XML Cite \textit{A. Haider} et al., SN Oper. Res. Forum 3, No. 1, Paper No. 5, 21 p. (2022; Zbl 07500849) Full Text: DOI OpenURL
Ashmore, Anthony; Deen, Rehan; He, Yang-Hui; Ovrut, Burt A. Machine learning line bundle connections. (English) Zbl 07500085 Phys. Lett., B 827, Article ID 136972, 9 p. (2022). MSC: 81P68 68T05 14D20 14J32 14H52 68T07 53C07 PDF BibTeX XML Cite \textit{A. Ashmore} et al., Phys. Lett., B 827, Article ID 136972, 9 p. (2022; Zbl 07500085) Full Text: DOI OpenURL
Bao, Jiakang; He, Yang-Hui; Hirst, Edward; Hofscheier, Johannes; Kasprzyk, Alexander; Majumder, Suvajit Hilbert series, machine learning, and applications to physics. (English) Zbl 07500079 Phys. Lett., B 827, Article ID 136966, 8 p. (2022). MSC: 81P68 68T05 68T07 68Q32 16W60 81P73 PDF BibTeX XML Cite \textit{J. Bao} et al., Phys. Lett., B 827, Article ID 136966, 8 p. (2022; Zbl 07500079) Full Text: DOI OpenURL
Soboleva, V. A.; Zhukovskiĭ, M. E. On modeling sources of radiation-induced effects in heterogeneous materials. (Russian. English summary) Zbl 07499589 Mat. Model. 34, No. 3, 117-130 (2022). MSC: 78A40 78A48 82C32 85A25 PDF BibTeX XML Cite \textit{V. A. Soboleva} and \textit{M. E. Zhukovskiĭ}, Mat. Model. 34, No. 3, 117--130 (2022; Zbl 07499589) Full Text: DOI MNR OpenURL
Jüngel, Ansgar; Portisch, Stefan; Zurek, Antoine Nonlocal cross-diffusion systems for multi-species populations and networks. (English) Zbl 07499487 Nonlinear Anal., Theory Methods Appl., Ser. A, Theory Methods 219, Article ID 112800, 26 p. (2022). MSC: 35K51 35A02 35D30 35K59 68T07 92B20 PDF BibTeX XML Cite \textit{A. Jüngel} et al., Nonlinear Anal., Theory Methods Appl., Ser. A, Theory Methods 219, Article ID 112800, 26 p. (2022; Zbl 07499487) Full Text: DOI OpenURL
Salti, Mehmet; Kangal, Evrim Ersin Deep learning of CMB radiation temperature. (English) Zbl 07498397 Ann. Phys. 439, Article ID 168799, 19 p. (2022). MSC: 85A25 68T07 81V80 82C32 94A17 PDF BibTeX XML Cite \textit{M. Salti} and \textit{E. E. Kangal}, Ann. Phys. 439, Article ID 168799, 19 p. (2022; Zbl 07498397) Full Text: DOI OpenURL
Kuznetsov, Ivan A.; Kuznetsov, Andrey V. Can the lack of fibrillar form of alpha-synuclein in Lewy bodies be explained by its catalytic activity? (English) Zbl 07495868 Math. Biosci. 344, Article ID 108754, 14 p. (2022). MSC: 92C32 92B20 PDF BibTeX XML Cite \textit{I. A. Kuznetsov} and \textit{A. V. Kuznetsov}, Math. Biosci. 344, Article ID 108754, 14 p. (2022; Zbl 07495868) Full Text: DOI OpenURL
Ernst, Ariane; Schütte, Christof; Sigrist, Stephan J.; Winkelmann, Stefanie Variance of filtered signals: characterization for linear reaction networks and application to neurotransmission dynamics. (English) Zbl 07495865 Math. Biosci. 343, Article ID 108760, 12 p. (2022). MSC: 92C20 PDF BibTeX XML Cite \textit{A. Ernst} et al., Math. Biosci. 343, Article ID 108760, 12 p. (2022; Zbl 07495865) Full Text: DOI OpenURL
Churkin, Alexander; Kriss, Stephanie; Uziel, Asher; Goyal, Ashish; Zakh, Rami; Cotler, Scott J.; Etzion, Ohad; Shlomai, Amir; Rotstein, Horacio G.; Dahari, Harel; Barash, Danny Machine learning for mathematical models of HCV kinetics during antiviral therapy. (English) Zbl 07495864 Math. Biosci. 343, Article ID 108756, 8 p. (2022). MSC: 92C60 68T07 PDF BibTeX XML Cite \textit{A. Churkin} et al., Math. Biosci. 343, Article ID 108756, 8 p. (2022; Zbl 07495864) Full Text: DOI OpenURL
Siegel, Jonathan W.; Xu, Jinchao High-order approximation rates for shallow neural networks with cosine and \(\mathrm{ReLU}^k\) activation functions. (English) Zbl 07495639 Appl. Comput. Harmon. Anal. 58, 1-26 (2022). MSC: 41-XX 68-XX PDF BibTeX XML Cite \textit{J. W. Siegel} and \textit{J. Xu}, Appl. Comput. Harmon. Anal. 58, 1--26 (2022; Zbl 07495639) Full Text: DOI OpenURL
Habring, Andreas; Holler, Martin A generative variational model for inverse problems in imaging. (English) Zbl 07493847 SIAM J. Math. Data Sci. 4, No. 1, 306-335 (2022). MSC: 49N45 65J20 68T07 94A08 PDF BibTeX XML Cite \textit{A. Habring} and \textit{M. Holler}, SIAM J. Math. Data Sci. 4, No. 1, 306--335 (2022; Zbl 07493847) Full Text: DOI arXiv OpenURL
Jia, Junteng; Benson, Austin R. A unifying generative model for graph learning algorithms: label propagation, graph convolutions, and combinations. (English) Zbl 07493839 SIAM J. Math. Data Sci. 4, No. 1, 100-125 (2022). MSC: 05C82 05C85 05C78 68T07 68T05 91D30 62J05 PDF BibTeX XML Cite \textit{J. Jia} and \textit{A. R. Benson}, SIAM J. Math. Data Sci. 4, No. 1, 100--125 (2022; Zbl 07493839) Full Text: DOI arXiv OpenURL
Opschoor, J. A. A.; Schwab, Ch.; Zech, J. Exponential ReLU DNN expression of holomorphic maps in high dimension. (English) Zbl 07493725 Constr. Approx. 55, No. 1, 537-582 (2022). MSC: 41A10 41A25 41A46 41A63 PDF BibTeX XML Cite \textit{J. A. A. Opschoor} et al., Constr. Approx. 55, No. 1, 537--582 (2022; Zbl 07493725) Full Text: DOI OpenURL
Fornasier, Massimo; Klock, Timo; Rauchensteiner, Michael Robust and resource-efficient identification of two hidden layer neural networks. (English) Zbl 07493724 Constr. Approx. 55, No. 1, 475-536 (2022). MSC: 65D15 68T07 90C26 PDF BibTeX XML Cite \textit{M. Fornasier} et al., Constr. Approx. 55, No. 1, 475--536 (2022; Zbl 07493724) Full Text: DOI arXiv OpenURL