Search Results

• Chaotic Synchronization of Quaternionic Neural Networks with Time-Varying Delays and Its Application in Cryptosystem

  Li Li, Xudong Chen, Jing Liang, Farong Kou, Hongguang Pan

  2026-02-15

  2566 225 Pages:213-231

• A Reduced Order Schwarz Method for Nonlinear Multiscale Elliptic Equations Based on Two-Layer Neural Networks

  Shi Chen, Zhiyan Ding, Qin Li, Stephen J. Wright

  2024-01-16

  25931 2181 Pages:570-596

• Physics Informed Neural Networks (PINNs) For Approximating Nonlinear Dispersive PDEs

  Genming Bai, Ujjwal Koley, Siddhartha Mishra, Roberto Molinaro

  2021-11-19

  41506 3791 Pages:816-847

• Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection

  Penghang Yin, Shuai Zhang, Yingyong Qi, Jack Xin

  2019-04-29

  65305 3628 Pages:349-359

• Convergence of Gradient Method with Momentum for Back-Propagation Neural Networks

  Wei Wu, Naimin Zhang, Zhengxue Li, Long Li, Yan Liu

  2018-08-07

  31530 3298 Pages:613-623

• An Acceleration Strategy for Randomize-Then-Optimize Sampling via Deep Neural Networks

  Liang Yan, Tao Zhou

  2021-11-19

  42824 3655 Pages:848-864

• ReLU Deep Neural Networks and Linear Finite Elements

  Juncai He, Lin Li, Jinchao Xu, Chunyue Zheng

  2020-03-24

  58558 3604 Pages:502-527

• Loss Spike in Training Neural Networks

  Xiaolong Li, Zhi-Qin John Xu, Zhongwang Zhang

  2026-04-15

  3266 194 Pages:369-393

• Convergence of Backpropagation with Momentum for Network Architectures with Skip Connections

  Chirag Agarwal, Joe Klobusicky, Dan Schonfeld

  2021-06-10

  42014 4458 Pages:147-158

• A Neuron-Wise Subspace Correction Method for the Finite Neuron Method

  Jongho Park, Jinchao Xu, Xiaofeng Xu

  2025-10-30

  4473 298 Pages:1488-1511

• Numerical Studies of I-V Characteristics in Resonant Tunneling Diodes: A Survey of Convergence

  Xingming Gao, Haiyan Jiang, Tiao Lu, Wenqi Yao

  2026-02-15

  2501 191 Pages:232-247