Qinwei Fan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Convergence Analysis

Pruning Algorithm

Top Venues

Int. J. Mach. Learn. Cybern.

Neural Process. Lett.

Publications

Shuai Zhao, Qinwei Fan, Qingmei Dong, Zhiwei Xing, Xiaofei Yang, Xingshi He
Efficient construction and convergence analysis of sparse convolutional neural networks. Neurocomputing 597 (2024)
Qinwei Fan, Shuai Zhao, Meiling Shang, Zhanli Wei, Xiaodi Huang
An improved genetic salp swarm algorithm with population partitioning for numerical optimization. Inf. Sci. 679 (2024)
Qinwei Fan, Le Liu, Qian Kang, Li Zhou
Convergence of Batch Gradient Method for Training of Pi-Sigma Neural Network with Regularizer and Adaptive Momentum Term. Neural Process. Lett. 55 (4) (2023)
Qinwei Fan, Fengjiao Zheng, Xiaodi Huang, Dongpo Xu
Convergence analysis for sparse Pi-sigma neural network model with entropy error function. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Qian Kang, Qinwei Fan, Jacek M. Zurada, Tingwen Huang
A pruning algorithm with relaxed conditions for high-order neural networks based on smoothing group L1/2 regularization and adaptive momentum. Knowl. Based Syst. 257 (2022)
Qinwei Fan, Qian Kang, Jacek M. Zurada
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions. Inf. Sci. 585 (2022)
Qinwei Fan, Jigen Peng, Haiyang Li, Shoujin Lin
Convergence of a Gradient-Based Learning Algorithm With Penalty for Ridge Polynomial Neural Networks. IEEE Access 9 (2021)
Qian Kang, Qinwei Fan, Jacek M. Zurada
Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network. Inf. Sci. 553 (2021)
Qinwei Fan, Lei Niu, Qian Kang
Regularizer. IEEE Access 8 (2020)