Fadda, Edoardo; Di Corso, Evelina; Brusco, Davide; Aelenei, Vlad Stefan; Balan Rares, Alexandru Math-based reinforcement learning for the adaptive budgeted influence maximization problem. (English) Zbl 07819297 Networks 83, No. 3, 547-569 (2024). MSC: 91-XX PDFBibTeX XMLCite \textit{E. Fadda} et al., Networks 83, No. 3, 547--569 (2024; Zbl 07819297) Full Text: DOI OA License
Margenberg, Nils; Kärtner, Franz X.; Bause, Markus Optimal Dirichlet boundary control by Fourier neural operators applied to nonlinear optics. (English) Zbl 07819072 J. Comput. Phys. 499, Article ID 112725, 28 p. (2024). MSC: 65Mxx 68Txx 65Nxx PDFBibTeX XMLCite \textit{N. Margenberg} et al., J. Comput. Phys. 499, Article ID 112725, 28 p. (2024; Zbl 07819072) Full Text: DOI arXiv
Luçon, Eric; Poquet, Christophe Existence, stability and regularity of periodic solutions for nonlinear Fokker-Planck equations. (English) Zbl 07818474 J. Dyn. Differ. Equations 36, No. 1, 633-671 (2024). MSC: 35K55 35Q84 37N25 60K35 82C31 92B20 PDFBibTeX XMLCite \textit{E. Luçon} and \textit{C. Poquet}, J. Dyn. Differ. Equations 36, No. 1, 633--671 (2024; Zbl 07818474) Full Text: DOI arXiv
Chen, Zhen; Gelb, Anne; Lee, Yoonsang Learning the dynamics for unknown hyperbolic conservation laws using deep neural networks. (English) Zbl 07816754 SIAM J. Sci. Comput. 46, No. 2, A825-A850 (2024). MSC: 65M99 65M12 65K10 35L65 62M45 68T07 PDFBibTeX XMLCite \textit{Z. Chen} et al., SIAM J. Sci. Comput. 46, No. 2, A825--A850 (2024; Zbl 07816754) Full Text: DOI
Doncevic, Danimir T.; Mitsos, Alexander; Guo, Yue; Li, Qianxiao; Dietrich, Felix; Dahmen, Manuel; Kevrekidis, Ioannis G. A recursively recurrent neural network (R2N2) architecture for learning iterative algorithms. (English) Zbl 07816750 SIAM J. Sci. Comput. 46, No. 2, A719-A743 (2024). MSC: 65H10 65F10 65L05 65L06 68T07 PDFBibTeX XMLCite \textit{D. T. Doncevic} et al., SIAM J. Sci. Comput. 46, No. 2, A719--A743 (2024; Zbl 07816750) Full Text: DOI arXiv
Gaby, Nathan; Ye, Xiaojing; Zhou, Haomin Neural control of parametric solutions for high-dimensional evolution PDEs. (English) Zbl 07816745 SIAM J. Sci. Comput. 46, No. 2, C155-C185 (2024). MSC: 65M99 65M15 65C05 65K10 35K58 68Q32 68T07 33C20 PDFBibTeX XMLCite \textit{N. Gaby} et al., SIAM J. Sci. Comput. 46, No. 2, C155--C185 (2024; Zbl 07816745) Full Text: DOI arXiv
Zhang, Shuailei; Tang, Meilan; Liu, Xinge; Zhang, Xian-Ming Mittag-Leffler stability and stabilization of delayed fractional-order memristive neural networks based on a new Razumikhin-type theorem. (English) Zbl 07816121 J. Franklin Inst. 361, No. 3, 1211-1226 (2024). MSC: 93D05 93C43 93B70 26A33 PDFBibTeX XMLCite \textit{S. Zhang} et al., J. Franklin Inst. 361, No. 3, 1211--1226 (2024; Zbl 07816121) Full Text: DOI
Leng, Jiahao; Wang, Jun; Shi, Kaibo; Cheng, Jun; Wen, Shiping; Tang, Yiqian Enhanced cubic function negative-determination lemma on stability analysis for delayed neural networks via new analytical techniques. (English) Zbl 07816118 J. Franklin Inst. 361, No. 3, 1155-1166 (2024). MSC: 93D05 93B70 93C43 PDFBibTeX XMLCite \textit{J. Leng} et al., J. Franklin Inst. 361, No. 3, 1155--1166 (2024; Zbl 07816118) Full Text: DOI
Wu, Xiwei; Xiao, Bing Safe path planning and adjustable zonotope-tube model predictive tracking control for autonomous vehicle. (English) Zbl 07816109 J. Franklin Inst. 361, No. 3, 1332-1346 (2024). MSC: 93B45 93C85 68T07 PDFBibTeX XMLCite \textit{X. Wu} and \textit{B. Xiao}, J. Franklin Inst. 361, No. 3, 1332--1346 (2024; Zbl 07816109) Full Text: DOI
Bouaiss, Oussama; Mechgoug, Raihane; Taleb-Ahmed, Abdelmalik; Brikel, Ala Eddine Robust trajectory tracking of quadrotors using adaptive radial basis function network compensation control. (English) Zbl 07816103 J. Franklin Inst. 361, No. 3, 1167-1185 (2024). MSC: 93B35 93C85 93C40 PDFBibTeX XMLCite \textit{O. Bouaiss} et al., J. Franklin Inst. 361, No. 3, 1167--1185 (2024; Zbl 07816103) Full Text: DOI
Kassim, Mohammed D.; Tatar, Nasser-Eddine General stability for a Cohen-Grossberg neural network system. (English) Zbl 07815472 Arab. J. Math. 13, No. 1, 133-147 (2024). MSC: 93D23 34C11 92B20 PDFBibTeX XMLCite \textit{M. D. Kassim} and \textit{N.-E. Tatar}, Arab. J. Math. 13, No. 1, 133--147 (2024; Zbl 07815472) Full Text: DOI OA License
Schmidt-Hieber, Johannes; Vu, Don Correction to: “Nonparametric regression using deep neural networks with ReLU activation function”. (English) Zbl 07815265 Ann. Stat. 52, No. 1, 413-414 (2024). MSC: 62G08 62M45 62C20 42C40 68T07 PDFBibTeX XMLCite \textit{J. Schmidt-Hieber} and \textit{D. Vu}, Ann. Stat. 52, No. 1, 413--414 (2024; Zbl 07815265) Full Text: DOI Link
Ohn, Ilsang; Lin, Lizhen Adaptive variational Bayes: optimality, computation and applications. (English) Zbl 07815261 Ann. Stat. 52, No. 1, 335-363 (2024). MSC: 62C10 62G20 PDFBibTeX XMLCite \textit{I. Ohn} and \textit{L. Lin}, Ann. Stat. 52, No. 1, 335--363 (2024; Zbl 07815261) Full Text: DOI arXiv Link
Lin, Shuning; Chen, Yong Gradient-enhanced physics-informed neural networks based on transfer learning for inverse problems of the variable coefficient differential equations. (English) Zbl 07814534 Physica D 459, Article ID 134023, 21 p. (2024). MSC: 35Q55 35Q41 35R30 35C08 68T07 78A60 76U65 65K10 65M99 35R60 PDFBibTeX XMLCite \textit{S. Lin} and \textit{Y. Chen}, Physica D 459, Article ID 134023, 21 p. (2024; Zbl 07814534) Full Text: DOI arXiv
Aoyagi, Miki Consideration on the learning efficiency of multiple-layered neural networks with linear units. (English) Zbl 07813553 Neural Netw. 172, Article ID 106132, 11 p. (2024). MSC: 68T05 14C20 PDFBibTeX XMLCite \textit{M. Aoyagi}, Neural Netw. 172, Article ID 106132, 11 p. (2024; Zbl 07813553) Full Text: DOI
Kang, Qiaokun; Ren, Guoquan; Gan, Qintao; Li, Ruihong; Meng, Mingqiang Tradeoff analysis between time cost and energy cost for fixed-time synchronization of discontinuous neural networks. (English) Zbl 07813540 Neural Netw. 172, Article ID 106118, 13 p. (2024). MSC: 93D40 93B70 PDFBibTeX XMLCite \textit{Q. Kang} et al., Neural Netw. 172, Article ID 106118, 13 p. (2024; Zbl 07813540) Full Text: DOI
Lyu, Lei; Pang, Chen; Wang, Jihua Understanding the role of pathways in a deep neural network. (English) Zbl 07813517 Neural Netw. 172, Article ID 106095, 10 p. (2024). MSC: 68T07 65D17 94A08 PDFBibTeX XMLCite \textit{L. Lyu} et al., Neural Netw. 172, Article ID 106095, 10 p. (2024; Zbl 07813517) Full Text: DOI arXiv
Archibald, Richard; Bao, Feng; Cao, Yanzhao; Sun, Hui Numerical analysis for convergence of a sample-wise backpropagation method for training stochastic neural networks. (English) Zbl 07813247 SIAM J. Numer. Anal. 62, No. 2, 593-621 (2024). MSC: 65C20 60H30 PDFBibTeX XMLCite \textit{R. Archibald} et al., SIAM J. Numer. Anal. 62, No. 2, 593--621 (2024; Zbl 07813247) Full Text: DOI
Malo, Jesús; Esteve-Taboada, José Juan; Bertalmío, Marcelo Cortical divisive normalization from Wilson-Cowan neural dynamics. (English) Zbl 07812571 J. Nonlinear Sci. 34, No. 2, Paper No. 35, 36 p. (2024). MSC: 34-XX 35-XX 37-XX 94-XX PDFBibTeX XMLCite \textit{J. Malo} et al., J. Nonlinear Sci. 34, No. 2, Paper No. 35, 36 p. (2024; Zbl 07812571) Full Text: DOI arXiv OA License
Ahmed, Talha; Wilson, Dan Phase-amplitude coordinate-based neural networks for inferring oscillatory dynamics. (English) Zbl 07812566 J. Nonlinear Sci. 34, No. 1, Paper No. 15, 28 p. (2024). MSC: 34E10 37Cxx 92Bxx 68Txx PDFBibTeX XMLCite \textit{T. Ahmed} and \textit{D. Wilson}, J. Nonlinear Sci. 34, No. 1, Paper No. 15, 28 p. (2024; Zbl 07812566) Full Text: DOI
Zhang, Zezhong; Bao, Feng; Ju, Lili; Zhang, Guannan Transferable neural networks for partial differential equations. (English) Zbl 07812556 J. Sci. Comput. 99, No. 1, Paper No. 2, 25 p. (2024). MSC: 65M99 68T07 65M12 65N22 65K10 65H10 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Sci. Comput. 99, No. 1, Paper No. 2, 25 p. (2024; Zbl 07812556) Full Text: DOI arXiv
Oga, Akihiro; Koike, Yuta Drift estimation for a multi-dimensional diffusion process using deep neural networks. (English) Zbl 07812480 Stochastic Processes Appl. 170, Article ID 104240, 25 p. (2024). MSC: 62M05 62G08 62G05 62G20 68T07 PDFBibTeX XMLCite \textit{A. Oga} and \textit{Y. Koike}, Stochastic Processes Appl. 170, Article ID 104240, 25 p. (2024; Zbl 07812480) Full Text: DOI arXiv
Karner, Clemens; Kazeev, Vladimir; Petersen, Philipp Christian Limitations of neural network training due to numerical instability of backpropagation. (English) Zbl 07811923 Adv. Comput. Math. 50, No. 1, Paper No. 14, 33 p. (2024). MSC: 65G99 68T07 35A18 PDFBibTeX XMLCite \textit{C. Karner} et al., Adv. Comput. Math. 50, No. 1, Paper No. 14, 33 p. (2024; Zbl 07811923) Full Text: DOI arXiv OA License
Wu, Jiahao; Wu, Yuxin; Zhang, Guihua; Zhang, Yang Variable linear transformation improved physics-informed neural networks to solve thin-layer flow problems. (English) Zbl 07811343 J. Comput. Phys. 500, Article ID 112761, 21 p. (2024). MSC: 68Txx 65Mxx 65-XX PDFBibTeX XMLCite \textit{J. Wu} et al., J. Comput. Phys. 500, Article ID 112761, 21 p. (2024; Zbl 07811343) Full Text: DOI
Zheng, Haoyang; Huang, Yao; Huang, Ziyang; Hao, Wenrui; Lin, Guang HomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions. (English) Zbl 07811337 J. Comput. Phys. 500, Article ID 112751, 16 p. (2024). MSC: 65Nxx 68Txx 35Qxx PDFBibTeX XMLCite \textit{H. Zheng} et al., J. Comput. Phys. 500, Article ID 112751, 16 p. (2024; Zbl 07811337) Full Text: DOI arXiv
Eidnes, Sølve; Lye, Kjetil Olsen Pseudo-Hamiltonian neural networks for learning partial differential equations. (English) Zbl 07811328 J. Comput. Phys. 500, Article ID 112738, 25 p. (2024). MSC: 35Qxx 65Mxx 68Txx PDFBibTeX XMLCite \textit{S. Eidnes} and \textit{K. O. Lye}, J. Comput. Phys. 500, Article ID 112738, 25 p. (2024; Zbl 07811328) Full Text: DOI arXiv
Kopperundevi, Sivarajan Almost sure exponential numerical stability of balanced Maruyama with two step approximations of stochastic time delay Hopfield neural networks. (English) Zbl 07811154 Comput. Methods Differ. Equ. 12, No. 1, 136-148 (2024). MSC: 65C30 34K50 60H35 65L06 PDFBibTeX XMLCite \textit{S. Kopperundevi}, Comput. Methods Differ. Equ. 12, No. 1, 136--148 (2024; Zbl 07811154) Full Text: DOI
Lukashevich, D.; Tyukin, I.; Brilliantov, N. Knowledge-informed neuro-integrators for aggregation kinetics. (English) Zbl 07810062 Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107870, 22 p. (2024). MSC: 68T07 62R07 65L05 65L10 92C45 PDFBibTeX XMLCite \textit{D. Lukashevich} et al., Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107870, 22 p. (2024; Zbl 07810062) Full Text: DOI arXiv
Si, Xindong; Wang, Zhen; Fan, Yingjie; Huang, Xia Coopetition-dependent controller design for bipartite synchronization of cooperation-competition delayed memristive neural networks. (English) Zbl 07810024 Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107820, 15 p. (2024). MSC: 93Cxx 93Dxx 93Bxx PDFBibTeX XMLCite \textit{X. Si} et al., Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107820, 15 p. (2024; Zbl 07810024) Full Text: DOI
Şaylı, Mustafa; Coombes, Stephen Understanding the effect of white matter delays on large scale brain synchrony. (English) Zbl 07810010 Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107803, 19 p. (2024). MSC: 92B20 34K13 34K20 49J52 92C20 PDFBibTeX XMLCite \textit{M. Şaylı} and \textit{S. Coombes}, Commun. Nonlinear Sci. Numer. Simul. 131, Article ID 107803, 19 p. (2024; Zbl 07810010) Full Text: DOI
Wang, Jun; Wen, Lihong; Xiao, Lu; Wang, Chaojie Time-series forecasting of mortality rates using transformer. (English) Zbl 07809285 Scand. Actuar. J. 2024, No. 2, 109-123 (2024). MSC: 91G05 91D20 68T07 PDFBibTeX XMLCite \textit{J. Wang} et al., Scand. Actuar. J. 2024, No. 2, 109--123 (2024; Zbl 07809285) Full Text: DOI
Mariano, Paolo Maria; Spadini, Marco Evolution of neuron firing and connectivity in neuronal plasticity with application to Parkinson’s disease. (English) Zbl 07808484 Physica D 458, Article ID 133993, 10 p. (2024). MSC: 92B20 92C32 PDFBibTeX XMLCite \textit{P. M. Mariano} and \textit{M. Spadini}, Physica D 458, Article ID 133993, 10 p. (2024; Zbl 07808484) Full Text: DOI
Guo, Jin; Gao, Ting; Zhang, Peng; Han, Jiequn; Duan, Jinqiao Deep reinforcement learning in finite-horizon to explore the most probable transition pathway. (English) Zbl 07808475 Physica D 458, Article ID 133955, 25 p. (2024). MSC: 90C40 68T07 49N90 60H10 93E35 PDFBibTeX XMLCite \textit{J. Guo} et al., Physica D 458, Article ID 133955, 25 p. (2024; Zbl 07808475) Full Text: DOI arXiv
Zhou, Zijian; Yan, Zhenya Is the neural tangent kernel of PINNs deep learning general partial differential equations always convergent? (English) Zbl 07808039 Physica D 457, Article ID 133987, 14 p. (2024). MSC: 68T07 65M99 65N99 PDFBibTeX XMLCite \textit{Z. Zhou} and \textit{Z. Yan}, Physica D 457, Article ID 133987, 14 p. (2024; Zbl 07808039) Full Text: DOI
Wu, Guo-Cheng; Wei, Jia-Li; Xia, Tie-Cheng Multi-layer neural networks for data-driven learning of fractional difference equations’ stability, periodicity and chaos. (English) Zbl 07808034 Physica D 457, Article ID 133980, 8 p. (2024). MSC: 39A30 39A23 39A33 39A13 26A33 68T07 PDFBibTeX XMLCite \textit{G.-C. Wu} et al., Physica D 457, Article ID 133980, 8 p. (2024; Zbl 07808034) Full Text: DOI
Ulibarrena, Veronica Saz; Horn, Philipp; Zwart, Simon Portegies; Sellentin, Elena; Koren, Barry; Cai, Maxwell X. A hybrid approach for solving the gravitational \(N\)-body problem with artificial neural networks. (English) Zbl 07807998 J. Comput. Phys. 496, Article ID 112596, 17 p. (2024). MSC: 68Txx 65-XX 60Fxx PDFBibTeX XMLCite \textit{V. S. Ulibarrena} et al., J. Comput. Phys. 496, Article ID 112596, 17 p. (2024; Zbl 07807998) Full Text: DOI arXiv
Bruna, Joan; Peherstorfer, Benjamin; Vanden-Eijnden, Eric Neural Galerkin schemes with active learning for high-dimensional evolution equations. (English) Zbl 07807993 J. Comput. Phys. 496, Article ID 112588, 22 p. (2024). MSC: 65Mxx 65Nxx 68Txx PDFBibTeX XMLCite \textit{J. Bruna} et al., J. Comput. Phys. 496, Article ID 112588, 22 p. (2024; Zbl 07807993) Full Text: DOI arXiv
Kapllani, Lorenc; Teng, Long Deep learning algorithms for solving high-dimensional nonlinear backward stochastic differential equations. (English) Zbl 07807487 Discrete Contin. Dyn. Syst., Ser. B 29, No. 4, 1695-1729 (2024). MSC: 60H35 65C30 68T07 65C20 PDFBibTeX XMLCite \textit{L. Kapllani} and \textit{L. Teng}, Discrete Contin. Dyn. Syst., Ser. B 29, No. 4, 1695--1729 (2024; Zbl 07807487) Full Text: DOI arXiv
Liu, Shaobo; Xia, Tian; Chen, Xiaodong; Li, Hui; Yuan, Guanghui; Yang, Dong A dilated convolution-based feature adaptation method for detection of high aspect ratio objects in aerial images. (English) Zbl 07807357 Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 2, Article ID 2350048, 15 p. (2024). MSC: 68T07 68T45 94A08 94A12 PDFBibTeX XMLCite \textit{S. Liu} et al., Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 2, Article ID 2350048, 15 p. (2024; Zbl 07807357) Full Text: DOI
Xue, Anton; Lindemann, Lars; Alur, Rajeev Chordal sparsity for SDP-based neural network verification. (English) Zbl 07806873 Automatica 161, Article ID 111487, 9 p. (2024). MSC: 68T07 90C25 PDFBibTeX XMLCite \textit{A. Xue} et al., Automatica 161, Article ID 111487, 9 p. (2024; Zbl 07806873) Full Text: DOI arXiv
Schimperna, Irene; Magni, Lalo Robust constrained nonlinear model predictive control with gated recurrent unit model. (English) Zbl 07806867 Automatica 161, Article ID 111472, 7 p. (2024). MSC: 93B45 93B35 93D25 93C10 PDFBibTeX XMLCite \textit{I. Schimperna} and \textit{L. Magni}, Automatica 161, Article ID 111472, 7 p. (2024; Zbl 07806867) Full Text: DOI arXiv
Tian, Yufeng; Su, Xiaojie; Shen, Chao; Ma, Xiaoyu Exponentially extended dissipativity-based filtering of switched neural networks. (English) Zbl 07806864 Automatica 161, Article ID 111465, 9 p. (2024). MSC: 93E11 93D23 93C55 93B70 93C43 PDFBibTeX XMLCite \textit{Y. Tian} et al., Automatica 161, Article ID 111465, 9 p. (2024; Zbl 07806864) Full Text: DOI
Chen, Shi; Ding, Zhiyan; Li, Qin; Wright, Stephen J. A reduced order Schwarz method for nonlinear multiscale elliptic equations based on two-layer neural networks. (English) Zbl 07806684 J. Comput. Math. 42, No. 2, 570-596 (2024). MSC: 65N55 35J66 41A46 68T07 PDFBibTeX XMLCite \textit{S. Chen} et al., J. Comput. Math. 42, No. 2, 570--596 (2024; Zbl 07806684) Full Text: DOI arXiv
Rahmatian, D.; Moshavash, M.; Eftekhari, M.; Hoseinkhani, K. Generating modern Persian carpet map by style-transfer. (English) Zbl 07806548 J. Mahani Math. Res. Cent. 13, No. 1, 23-44 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{D. Rahmatian} et al., J. Mahani Math. Res. Cent. 13, No. 1, 23--44 (2024; Zbl 07806548) Full Text: DOI arXiv
Wang, Junyi; Fu, Jun Synchronization control of Markovian complex neural networks with time-varying delays. (English) Zbl 07806315 Studies in Systems, Decision and Control 514. Cham: Springer (ISBN 978-3-031-47834-5/hbk; 978-3-031-47837-6/pbk; 978-3-031-47835-2/ebook). viii, 159 p. (2024). MSC: 93-02 93E15 93B70 93C43 68T07 PDFBibTeX XMLCite \textit{J. Wang} and \textit{J. Fu}, Synchronization control of Markovian complex neural networks with time-varying delays. Cham: Springer (2024; Zbl 07806315) Full Text: DOI
Ullah, Safeer; Khan, Qudrat; M. Z. Zaidi, Monji Mohamed; Hua, Lyu-Guang Neuro-adaptive non-singular terminal sliding mode control for distributed fixed-time synchronization of higher-order uncertain multi-agent nonlinear systems. (English) Zbl 07806133 Inf. Sci. 659, Article ID 120087, 14 p. (2024). MSC: 93B12 93D40 93B12 93A16 93C10 PDFBibTeX XMLCite \textit{S. Ullah} et al., Inf. Sci. 659, Article ID 120087, 14 p. (2024; Zbl 07806133) Full Text: DOI
Wen, Hongsong; He, Xing; Xu, Jing; Zhou, Mingliang; Huang, Tingwen Fixed-time neural networks with time-invariant and time-varying coefficients for mixed variational inequalities. (English) Zbl 07806126 Inf. Sci. 659, Article ID 120078, 15 p. (2024). MSC: 68T07 65K10 94A12 94A08 PDFBibTeX XMLCite \textit{H. Wen} et al., Inf. Sci. 659, Article ID 120078, 15 p. (2024; Zbl 07806126) Full Text: DOI
Huang, Wentao; Zhang, Haizhang Convergence analysis of deep residual networks. (English) Zbl 07806047 Anal. Appl., Singap. 22, No. 2, 351-382 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{W. Huang} and \textit{H. Zhang}, Anal. Appl., Singap. 22, No. 2, 351--382 (2024; Zbl 07806047) Full Text: DOI arXiv
Nguyen, Hai V.; Bui-Thanh, Tan TNet: a model-constrained Tikhonov network approach for inverse problems. (English) Zbl 07805922 SIAM J. Sci. Comput. 46, No. 1, C77-C100 (2024). MSC: 68T07 65M32 PDFBibTeX XMLCite \textit{H. V. Nguyen} and \textit{T. Bui-Thanh}, SIAM J. Sci. Comput. 46, No. 1, C77--C100 (2024; Zbl 07805922) Full Text: DOI arXiv
Salimova, Diyora Book review of: P. Grohs (ed.) and G. Kutyniok (ed.), Mathematical aspects of deep learning. (English) Zbl 07805465 SIAM Rev. 66, No. 1, 195-196 (2024). MSC: 00A17 68-06 68T07 00B15 PDFBibTeX XMLCite \textit{D. Salimova}, SIAM Rev. 66, No. 1, 195--196 (2024; Zbl 07805465) Full Text: DOI
Zou, Zongren; Meng, Xuhui; Psaros, Apostolos F.; Karniadakis, George E. NeuralUQ: a comprehensive library for uncertainty quantification in neural differential equations and operators. (English) Zbl 07805456 SIAM Rev. 66, No. 1, 161-190 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{Z. Zou} et al., SIAM Rev. 66, No. 1, 161--190 (2024; Zbl 07805456) Full Text: DOI arXiv
Wang, Tao Nonlinear kernel mode-based regression for dependent data. (English) Zbl 07804896 J. Time Ser. Anal. 45, No. 2, 189-213 (2024). MSC: 62Mxx PDFBibTeX XMLCite \textit{T. Wang}, J. Time Ser. Anal. 45, No. 2, 189--213 (2024; Zbl 07804896) Full Text: DOI
Liao, Tianchi; Yang, Jinghua; Chen, Chuan; Zheng, Zibin A neural tensor decomposition model for high-order sparse data recovery. (English) Zbl 07804493 Inf. Sci. 658, Article ID 120024, 18 p. (2024). MSC: 68-XX 94-XX PDFBibTeX XMLCite \textit{T. Liao} et al., Inf. Sci. 658, Article ID 120024, 18 p. (2024; Zbl 07804493) Full Text: DOI
Xiao, Kaifeng; Chen, Xinjian; Li, Hongbo; Huang, Jianye; Susilo, Willy; Huang, Qiong A fully secure lattice-based signcryption with designated equality test in standard model. (English) Zbl 07804484 Inf. Sci. 658, Article ID 120015, 20 p. (2024). MSC: 94A60 68T07 PDFBibTeX XMLCite \textit{K. Xiao} et al., Inf. Sci. 658, Article ID 120015, 20 p. (2024; Zbl 07804484) Full Text: DOI
Cheng, Lei; Yu, Tong; Khalitov, Ruslan; Yang, Zhirong Self-supervised learning for DNA sequences with circular dilated convolutional networks. (English) Zbl 07804145 Neural Netw. 171, 466-473 (2024). MSC: 92D20 68T07 PDFBibTeX XMLCite \textit{L. Cheng} et al., Neural Netw. 171, 466--473 (2024; Zbl 07804145) Full Text: DOI
Zhang, Wenyong; Chen, Boyu; Feng, Jianfeng; Lu, Wenlian On a framework of data assimilation for hyperparameter estimation of spiking neuronal networks. (English) Zbl 07804130 Neural Netw. 171, 293-307 (2024). MSC: 68T09 68T07 94A12 92C50 PDFBibTeX XMLCite \textit{W. Zhang} et al., Neural Netw. 171, 293--307 (2024; Zbl 07804130) Full Text: DOI arXiv
Lin, Wen-Juan; Wang, Qingzhi; Tan, Guoqiang Asynchronous adaptive event-triggered fault detection for delayed Markov jump neural networks: a delay-variation-dependent approach. (English) Zbl 07804111 Neural Netw. 171, 53-60 (2024). MSC: 93C40 93C65 93E03 93C43 93B70 PDFBibTeX XMLCite \textit{W.-J. Lin} et al., Neural Netw. 171, 53--60 (2024; Zbl 07804111) Full Text: DOI
Pravin, Chandresh; Martino, Ivan; Nicosia, Giuseppe; Ojha, Varun Fragility, robustness and antifragility in deep learning. (English) Zbl 07803992 Artif. Intell. 327, Article ID 104060, 17 p. (2024). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Pravin} et al., Artif. Intell. 327, Article ID 104060, 17 p. (2024; Zbl 07803992) Full Text: DOI arXiv
Fallahgoul, Hasan; Franstianto, Vincentius; Lin, Xin Asset pricing with neural networks: significance tests. (English) Zbl 07803940 J. Econom. 238, No. 1, Article ID 105574, 24 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{H. Fallahgoul} et al., J. Econom. 238, No. 1, Article ID 105574, 24 p. (2024; Zbl 07803940) Full Text: DOI
Chen, Xiaohong; Liu, Ying; Ma, Shujie; Zhang, Zheng Causal inference of general treatment effects using neural networks with a diverging number of confounders. (English) Zbl 07803932 J. Econom. 238, No. 1, Article ID 105555, 27 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{X. Chen} et al., J. Econom. 238, No. 1, Article ID 105555, 27 p. (2024; Zbl 07803932) Full Text: DOI arXiv
He, Kanghui; Shi, Shengling; van den Boom, Ton; De Schutter, Bart Approximate dynamic programming for constrained linear systems: a piecewise quadratic approximation approach. (English) Zbl 07803912 Automatica 160, Article ID 111456, 9 p. (2024). MSC: 93B45 49L20 49N10 PDFBibTeX XMLCite \textit{K. He} et al., Automatica 160, Article ID 111456, 9 p. (2024; Zbl 07803912) Full Text: DOI arXiv
Conchas, Robin F.; Loukianov, Alexander G.; Sanchez, Edgar N.; Alanis, Alma Y. Finite time convergent recurrent neural network for variational inequality problems subject to equality constraints. (English) Zbl 07803742 J. Franklin Inst. 361, No. 2, 583-597 (2024). MSC: 93D40 93B12 68T07 90C59 PDFBibTeX XMLCite \textit{R. F. Conchas} et al., J. Franklin Inst. 361, No. 2, 583--597 (2024; Zbl 07803742) Full Text: DOI
Wang, Yufeng; Xu, Cong; Yang, Min; Zhang, Jin Less emphasis on hard regions: curriculum learning of PINNs for singularly perturbed convection-diffusion-reaction problems. (English) Zbl 07803730 East Asian J. Appl. Math. 14, No. 1, 104-123 (2024). MSC: 35Q68 68T07 68W25 PDFBibTeX XMLCite \textit{Y. Wang} et al., East Asian J. Appl. Math. 14, No. 1, 104--123 (2024; Zbl 07803730) Full Text: DOI arXiv
Pires, Benito Lyapunov function for interacting reinforced stochastic processes via Hopfield’s energy function. (English) Zbl 07803477 Stat. Probab. Lett. 205, Article ID 109957, 6 p. (2024). MSC: 60K35 92B20 60G50 60J10 PDFBibTeX XMLCite \textit{B. Pires}, Stat. Probab. Lett. 205, Article ID 109957, 6 p. (2024; Zbl 07803477) Full Text: DOI
Song, Chengxi; Niu, Lingfeng; Lei, Minglong Two-level adversarial attacks for graph neural networks. (English) Zbl 07803392 Inf. Sci. 654, Article ID 119877, 17 p. (2024). MSC: 68-XX 90-XX PDFBibTeX XMLCite \textit{C. Song} et al., Inf. Sci. 654, Article ID 119877, 17 p. (2024; Zbl 07803392) Full Text: DOI
Wang, Xin; Liang, Xue; Zhang, Xian; Xue, Yu \(L_p\) synchronization of shunting inhibitory cellular neural networks with multiple proportional delays. (English) Zbl 07803384 Inf. Sci. 654, Article ID 119865, 14 p. (2024). MSC: 34K24 92B20 34K35 93B52 PDFBibTeX XMLCite \textit{X. Wang} et al., Inf. Sci. 654, Article ID 119865, 14 p. (2024; Zbl 07803384) Full Text: DOI
Hunt-Smith, N. T.; Melnitchouk, W.; Ringer, F.; Sato, N.; Thomas, A. W.; White, M. J. Accelerating Markov chain Monte Carlo sampling with diffusion models. (English) Zbl 07803331 Comput. Phys. Commun. 296, Article ID 109059, 9 p. (2024). MSC: 62-XX 68T07 PDFBibTeX XMLCite \textit{N. T. Hunt-Smith} et al., Comput. Phys. Commun. 296, Article ID 109059, 9 p. (2024; Zbl 07803331) Full Text: DOI arXiv
Ebers, Megan R.; Steele, Katherine M.; Kutz, J. Nathan Discrepancy modeling framework: learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects. (English) Zbl 07803214 SIAM J. Appl. Dyn. Syst. 23, No. 1, 440-469 (2024). MSC: 68T07 37M10 37N35 60G15 PDFBibTeX XMLCite \textit{M. R. Ebers} et al., SIAM J. Appl. Dyn. Syst. 23, No. 1, 440--469 (2024; Zbl 07803214) Full Text: DOI arXiv
Wei, Zeming; Zhang, Xiyue; Zhang, Yihao; Sun, Meng Weighted automata extraction and explanation of recurrent neural networks for natural language tasks. (English) Zbl 07803170 J. Log. Algebr. Methods Program. 136, Article ID 100907, 18 p. (2024). MSC: 68-XX PDFBibTeX XMLCite \textit{Z. Wei} et al., J. Log. Algebr. Methods Program. 136, Article ID 100907, 18 p. (2024; Zbl 07803170) Full Text: DOI arXiv
Li, Bing; Cao, Yuwei; Li, Yongkun Almost automorphic solutions in distribution for octonion-valued stochastic recurrent neural networks with time-varying delays. (English) Zbl 07802442 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 55, No. 1, 102-118 (2024). MSC: 93D23 93B70 93C43 PDFBibTeX XMLCite \textit{B. Li} et al., Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 55, No. 1, 102--118 (2024; Zbl 07802442) Full Text: DOI
Xia, Lu; Massei, Stefano; Hochstenbach, Michiel E.; Koren, Barry On stochastic roundoff errors in gradient descent with low-precision computation. (English) Zbl 07802203 J. Optim. Theory Appl. 200, No. 2, 634-668 (2024). MSC: 62J02 65G50 68T01 PDFBibTeX XMLCite \textit{L. Xia} et al., J. Optim. Theory Appl. 200, No. 2, 634--668 (2024; Zbl 07802203) Full Text: DOI arXiv
Zhao, Ningning; Qiao, Yuanhua; Miao, Jun; Duan, Lijuan New predefined-time stability results of impulsive systems with time-varying Impulse strength and its application to synchronization of delayed BAM neural networks. (English) Zbl 07801787 Commun. Nonlinear Sci. Numer. Simul. 129, Article ID 107724, 16 p. (2024). MSC: 93D40 93C27 93C43 93B70 PDFBibTeX XMLCite \textit{N. Zhao} et al., Commun. Nonlinear Sci. Numer. Simul. 129, Article ID 107724, 16 p. (2024; Zbl 07801787) Full Text: DOI
Zhang, Shengning; Zhou, Yuqian; Liu, Qian; Li, Kebing Data-driven wave solutions of (2+1)-dimensional nonlinear dispersive long wave equation by deep learning. (English) Zbl 07801773 Commun. Nonlinear Sci. Numer. Simul. 129, Article ID 107688, 23 p. (2024). MSC: 68T07 35B32 35C07 PDFBibTeX XMLCite \textit{S. Zhang} et al., Commun. Nonlinear Sci. Numer. Simul. 129, Article ID 107688, 23 p. (2024; Zbl 07801773) Full Text: DOI
Nikolopoulos, Stefanos; Kalogeris, Ioannis; Stavroulakis, George; Papadopoulos, Vissarion AI-enhanced iterative solvers for accelerating the solution of large-scale parametrized systems. (English) Zbl 07801053 Int. J. Numer. Methods Eng. 125, No. 2, Article ID e7372, 26 p. (2024). MSC: 65F10 PDFBibTeX XMLCite \textit{S. Nikolopoulos} et al., Int. J. Numer. Methods Eng. 125, No. 2, Article ID e7372, 26 p. (2024; Zbl 07801053) Full Text: DOI arXiv
Heidenreich, Julian N.; Bonatti, Colin; Mohr, Dirk Transfer learning of recurrent neural network-based plasticity models. (English) Zbl 07801038 Int. J. Numer. Methods Eng. 125, No. 1, Article ID e7357, 31 p. (2024). MSC: 74C99 74S99 68T05 68T07 PDFBibTeX XMLCite \textit{J. N. Heidenreich} et al., Int. J. Numer. Methods Eng. 125, No. 1, Article ID e7357, 31 p. (2024; Zbl 07801038) Full Text: DOI OA License
Becker, Sören; Vielhaben, Johanna; Ackermann, Marcel; Müller, Klaus-Robert; Lapuschkin, Sebastian; Samek, Wojciech AudioMNIST: Exploring explainable artificial intelligence for audio analysis on a simple benchmark. (English) Zbl 07800589 J. Franklin Inst. 361, No. 1, 418-428 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{S. Becker} et al., J. Franklin Inst. 361, No. 1, 418--428 (2024; Zbl 07800589) Full Text: DOI arXiv
Li, Chang; Wen, Chenglin; Zhou, Zhe An industrial process fault diagnosis method based on independent slow feature analysis and stacked sparse autoencoder network. (English) Zbl 07800579 J. Franklin Inst. 361, No. 1, 234-247 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{C. Li} et al., J. Franklin Inst. 361, No. 1, 234--247 (2024; Zbl 07800579) Full Text: DOI
Sharma, Manju; Singh, Uaday Some density results by deep Kantorovich type neural network operators. (English) Zbl 07799715 J. Math. Anal. Appl. 533, No. 2, Article ID 128009, 11 p. (2024). MSC: 41Axx 68Txx 47Axx PDFBibTeX XMLCite \textit{M. Sharma} and \textit{U. Singh}, J. Math. Anal. Appl. 533, No. 2, Article ID 128009, 11 p. (2024; Zbl 07799715) Full Text: DOI
Novello, Paul; Poëtte, Gaël; Lugato, David; Peluchon, Simon; Congedo, Pietro Marco Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees). (English) Zbl 07797670 J. Comput. Phys. 498, Article ID 112700, 24 p. (2024). MSC: 65Cxx 41Axx 65Nxx PDFBibTeX XMLCite \textit{P. Novello} et al., J. Comput. Phys. 498, Article ID 112700, 24 p. (2024; Zbl 07797670) Full Text: DOI arXiv
Berlyand, Leonid; Creese, Robert; Jabin, Pierre-Emmanuel A novel multi-scale loss function for classification problems in machine learning. (English) Zbl 07797658 J. Comput. Phys. 498, Article ID 112679, 17 p. (2024). MSC: 68Txx 68Uxx 65Nxx PDFBibTeX XMLCite \textit{L. Berlyand} et al., J. Comput. Phys. 498, Article ID 112679, 17 p. (2024; Zbl 07797658) Full Text: DOI arXiv
Anderson, William; Farazmand, Mohammad Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks. (English) Zbl 07797628 J. Comput. Phys. 498, Article ID 112649, 21 p. (2024). MSC: 35Qxx 65Mxx 65Jxx PDFBibTeX XMLCite \textit{W. Anderson} and \textit{M. Farazmand}, J. Comput. Phys. 498, Article ID 112649, 21 p. (2024; Zbl 07797628) Full Text: DOI arXiv
Zhang, Jiahao; Zhang, Shiheng; Shen, Jie; Lin, Guang Energy-dissipative evolutionary deep operator neural networks. (English) Zbl 07797626 J. Comput. Phys. 498, Article ID 112638, 17 p. (2024). MSC: 68Txx 65Nxx 35Rxx PDFBibTeX XMLCite \textit{J. Zhang} et al., J. Comput. Phys. 498, Article ID 112638, 17 p. (2024; Zbl 07797626) Full Text: DOI arXiv
Goujon, Alexis; Etemadi, Arian; Unser, Michael On the number of regions of piecewise linear neural networks. (English) Zbl 07797181 J. Comput. Appl. Math. 441, Article ID 115667, 22 p. (2024). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 68T07 41A15 94A05 PDFBibTeX XMLCite \textit{A. Goujon} et al., J. Comput. Appl. Math. 441, Article ID 115667, 22 p. (2024; Zbl 07797181) Full Text: DOI arXiv
Wu, Zhizhang; Zhang, Cheng; Zhang, Zhiwen Reduced-order model-based variational inference with normalizing flows for Bayesian elliptic inverse problems. (English) Zbl 07797178 J. Comput. Appl. Math. 441, Article ID 115659, 17 p. (2024). MSC: 35R30 35J25 35R60 62F15 68T07 78M34 PDFBibTeX XMLCite \textit{Z. Wu} et al., J. Comput. Appl. Math. 441, Article ID 115659, 17 p. (2024; Zbl 07797178) Full Text: DOI
Schneider, Cornelia; Vybíral, Jan A multivariate Riesz basis of ReLU neural networks. (English) Zbl 07796953 Appl. Comput. Harmon. Anal. 68, Article ID 101605, 16 p. (2024). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 68T07 42C15 11A25 PDFBibTeX XMLCite \textit{C. Schneider} and \textit{J. Vybíral}, Appl. Comput. Harmon. Anal. 68, Article ID 101605, 16 p. (2024; Zbl 07796953) Full Text: DOI arXiv
Liu, Yucong; Jiao, Simiao; Lim, Lek-Heng Lu decomposition and Toeplitz decomposition of a neural network. (English) Zbl 07796949 Appl. Comput. Harmon. Anal. 68, Article ID 101601, 12 p. (2024). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 68T05 65F15 15A23 PDFBibTeX XMLCite \textit{Y. Liu} et al., Appl. Comput. Harmon. Anal. 68, Article ID 101601, 12 p. (2024; Zbl 07796949) Full Text: DOI arXiv
Chou, Hung-Hsu; Gieshoff, Carsten; Maly, Johannes; Rauhut, Holger Gradient descent for deep matrix factorization: dynamics and implicit bias towards low rank. (English) Zbl 07796945 Appl. Comput. Harmon. Anal. 68, Article ID 101595, 38 p. (2024). MSC: 68-XX 91-XX PDFBibTeX XMLCite \textit{H.-H. Chou} et al., Appl. Comput. Harmon. Anal. 68, Article ID 101595, 38 p. (2024; Zbl 07796945) Full Text: DOI arXiv
Zhou, Tian-Yi; Huo, Xiaoming Learning ability of interpolating deep convolutional neural networks. (English) Zbl 07796940 Appl. Comput. Harmon. Anal. 68, Article ID 101582, 25 p. (2024). MSC: 68-XX 92-XX PDFBibTeX XMLCite \textit{T.-Y. Zhou} and \textit{X. Huo}, Appl. Comput. Harmon. Anal. 68, Article ID 101582, 25 p. (2024; Zbl 07796940) Full Text: DOI arXiv
Goodbrake, Christian; Motiwale, Shruti; Sacks, Michael S. A neural network finite element method for contact mechanics. (English) Zbl 07796692 Comput. Methods Appl. Mech. Eng. 419, Article ID 116671, 17 p. (2024). MSC: 74-XX 92-XX PDFBibTeX XMLCite \textit{C. Goodbrake} et al., Comput. Methods Appl. Mech. Eng. 419, Article ID 116671, 17 p. (2024; Zbl 07796692) Full Text: DOI
Aldirany, Ziad; Cottereau, Régis; Laforest, Marc; Prudhomme, Serge Multi-level neural networks for accurate solutions of boundary-value problems. (English) Zbl 07796688 Comput. Methods Appl. Mech. Eng. 419, Article ID 116666, 23 p. (2024). MSC: 65-XX 68-XX PDFBibTeX XMLCite \textit{Z. Aldirany} et al., Comput. Methods Appl. Mech. Eng. 419, Article ID 116666, 23 p. (2024; Zbl 07796688) Full Text: DOI arXiv
Kapadia, Harshit; Feng, Lihong; Benner, Peter Active-learning-driven surrogate modeling for efficient simulation of parametric nonlinear systems. (English) Zbl 07796680 Comput. Methods Appl. Mech. Eng. 419, Article ID 116657, 36 p. (2024). MSC: 76-XX 92-XX PDFBibTeX XMLCite \textit{H. Kapadia} et al., Comput. Methods Appl. Mech. Eng. 419, Article ID 116657, 36 p. (2024; Zbl 07796680) Full Text: DOI arXiv
Desoeuvres, Aurélien; Iosif, Alexandru; Lüders, Christoph; Radulescu, Ovidiu; Rahkooy, Hamid; Seiß, Matthias; Sturm, Thomas Reduction of chemical reaction networks with approximate conservation laws. (English) Zbl 07796521 SIAM J. Appl. Dyn. Syst. 23, No. 1, 256-296 (2024). MSC: 34C60 92C45 92B20 34E15 34E13 34C20 PDFBibTeX XMLCite \textit{A. Desoeuvres} et al., SIAM J. Appl. Dyn. Syst. 23, No. 1, 256--296 (2024; Zbl 07796521) Full Text: DOI arXiv
Stewart, Ian; Wood, David Stable synchronous propagation of signals by feedforward networks. (English) Zbl 07796518 SIAM J. Appl. Dyn. Syst. 23, No. 1, 167-204 (2024). MSC: 94A12 90B10 05C82 05C20 34A34 34C15 34C25 34D06 34D20 37C27 37C75 37N25 92B25 92C20 92C42 PDFBibTeX XMLCite \textit{I. Stewart} and \textit{D. Wood}, SIAM J. Appl. Dyn. Syst. 23, No. 1, 167--204 (2024; Zbl 07796518) Full Text: DOI arXiv
Xu, Guixian; Wang, Huihui; Zhou, Qingping Enhancing electrical impedance tomography reconstruction using learned half-quadratic splitting networks with Anderson acceleration. (English) Zbl 07794704 J. Sci. Comput. 98, No. 2, Paper No. 49, 27 p. (2024). MSC: 65J15 65R10 78A46 68U10 68T07 PDFBibTeX XMLCite \textit{G. Xu} et al., J. Sci. Comput. 98, No. 2, Paper No. 49, 27 p. (2024; Zbl 07794704) Full Text: DOI arXiv
Ji, Xia; Jiao, Yuling; Lu, Xiliang; Song, Pengcheng; Wang, Fengru Deep Ritz method for elliptical multiple eigenvalue problems. (English) Zbl 07794703 J. Sci. Comput. 98, No. 2, Paper No. 48, 34 p. (2024). MSC: 65N25 65N12 68T07 35A15 35P15 35B65 35J15 PDFBibTeX XMLCite \textit{X. Ji} et al., J. Sci. Comput. 98, No. 2, Paper No. 48, 34 p. (2024; Zbl 07794703) Full Text: DOI
Li, Lingfeng; Tai, Xue-Cheng; Yang, Jiang; Zhu, Quanhui A priori error estimate of deep mixed residual method for elliptic PDEs. (English) Zbl 07794699 J. Sci. Comput. 98, No. 2, Paper No. 44, 30 p. (2024). MSC: 65N15 68Q25 PDFBibTeX XMLCite \textit{L. Li} et al., J. Sci. Comput. 98, No. 2, Paper No. 44, 30 p. (2024; Zbl 07794699) Full Text: DOI arXiv
Han, Jiequn; Hu, Ruimeng; Long, Jihao Learning high-dimensional McKean-Vlasov forward-backward stochastic differential equations with general distribution dependence. (English) Zbl 07794520 SIAM J. Numer. Anal. 62, No. 1, 1-24 (2024). MSC: 60H35 68T07 65M99 93E20 49N80 68Q25 PDFBibTeX XMLCite \textit{J. Han} et al., SIAM J. Numer. Anal. 62, No. 1, 1--24 (2024; Zbl 07794520) Full Text: DOI arXiv
Deng, Hao; Li, Chuandong; Chang, Fei; Wang, Yinuo Mean square exponential stabilization analysis of stochastic neural networks with saturated impulsive input. (English) Zbl 07794064 Neural Netw. 170, 127-135 (2024). MSC: 93D23 93E15 93B70 93C27 PDFBibTeX XMLCite \textit{H. Deng} et al., Neural Netw. 170, 127--135 (2024; Zbl 07794064) Full Text: DOI
Hui, Minghao; Liu, Xiaoyang; Zhu, Song; Cao, Jinde Event-triggered impulsive cluster synchronization of coupled reaction-diffusion neural networks and its application to image encryption. (English) Zbl 07794059 Neural Netw. 170, 46-54 (2024). MSC: 93C65 93C27 93B70 68T07 94A08 94A60 PDFBibTeX XMLCite \textit{M. Hui} et al., Neural Netw. 170, 46--54 (2024; Zbl 07794059) Full Text: DOI
He, Le; Su, Haijun Parameter estimation for network-organized Turing system based on convolution neural networks. (English) Zbl 07793584 Commun. Nonlinear Sci. Numer. Simul. 130, Article ID 107781, 24 p. (2024). MSC: 92C42 35K57 68T07 92D25 92D30 PDFBibTeX XMLCite \textit{L. He} and \textit{H. Su}, Commun. Nonlinear Sci. Numer. Simul. 130, Article ID 107781, 24 p. (2024; Zbl 07793584) Full Text: DOI