A Proof of a Key Formula in the Error-Backpropagation Learning Algorithm for Multiple Spiking Neural Networks. - Wenyu Yang; Dakun Yang; Yetian Fan (ISNN, 2014)

A modified gradient learning algorithm with smoothing L1/2 regularization for Takagi-Sugeno fuzzy models. - Yan Liu 015; Wei Wu 010; Qin-wei Fan; Dakun Yang; Jian Wang 010 (Neurocomputing, 2014)

Batch gradient method with smoothing L1/2 regularization for training of feedforward neural networks. - Wei Wu 010; Qin-wei Fan; Jacek M. Zurada; Jian Wang 010; Dakun Yang; Yan Liu 015 (Neural Networks, 2014)

WLD-TOP Based Algorithm against Face Spoofing Attacks. - Ling Mei; Dakun Yang; Zhan-Xiang Feng; Jianhuang Lai (CCBR, 2015)

Convergence of batch gradient learning algorithm with smoothing L1/2 regularization for Sigma-Pi-Sigma neural networks. - Yan Liu 015; Zhengxue Li; Dakun Yang; Kh. Sh. Mohamed; Jing Wang; Wei Wu 010 (Neurocomputing, 2015)

A Modified Learning Algorithm for Interval Perceptrons with Interval Weights. - Dakun Yang; Zhengxue Li; Yan Liu 015; Huisheng Zhang; Wei Wu 010 (Neural Process. Lett., 2015)

Deep Representations Based on Sparse Auto-Encoder Networks for Face Spoofing Detection. - Dakun Yang; Jian-Huang Lai; Ling Mei (CCBR, 2016)

Face hallucination by deep traversal network. - Zhan-Xiang Feng; Jian-Huang Lai; Xiaohua Xie; Dakun Yang; Ling Mei (ICPR, 2016)

Extreme learning machine for interval neural networks. - Dakun Yang; Zhengxue Li; Wei Wu 010 (Neural Comput. Appl., 2016)

Strong Convergence Analysis of Batch Gradient-Based Learning Algorithm for Training Pi-Sigma Network Based on TSK Fuzzy Models. - Yan Liu 015; Dakun Yang; Nan Nan; Li Guo 008; Jianjun Zhang (Neural Process. Lett., 2016)

Convergence analysis of the batch gradient-based neuro-fuzzy learning algorithm with smoothing L1/2 regularization for the first-order Takagi-Sugeno system. - Yan Liu 015; Dakun Yang (Fuzzy Sets Syst., 2017)

Feature Visualization Based Stacked Convolutional Neural Network for Human Body Detection in a Depth Image. - Xiao Liu 023; Ling Mei; Dakun Yang; Jianhuang Lai; Xiaohua Xie (PRCV (2), 2018)

Boundedness and convergence of split complex gradient descent algorithm with momentum and regularizer for TSK fuzzy models. - Yan Liu 015; Long Li; Dakun Yang (Neurocomputing, 2018)

Relaxed conditions for convergence analysis of online back-propagation algorithm with L2 regularizer for Sigma-Pi-Sigma neural network. - Yan Liu 015; Dakun Yang; Chao Zhang 017 (Neurocomputing, 2018)

L1/2 regularization learning for smoothing interval neural networks: Algorithms and convergence analysis. - Dakun Yang; Yan Liu 015 (Neurocomputing, 2018)

Smoothed L1/2 regularizer learning for split-complex valued neuro-fuzzy algorithm for TSK system and its convergence results. - Yan Liu 015; Dakun Yang; Feng Li 006 (J. Frankl. Inst., 2018)

A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence. - Yan Liu 015; Dakun Yang; Long Li; Jie Yang 002 (Neural Process. Lett., 2019)

An interval neural network-based Caputo fractional-order extreme learning machine applied to classification. - Yuanquan Liu; Qiang Shao; Yan Liu; Dakun Yang (Appl. Soft Comput., 2024)

Convergence Analysis of Regularized Elman Neural Networks Under Relaxed Conditions. - Qinwei Fan; Li Zhou; Jacek M. Zurada; Jigen Peng; Haiyang Li; Jian Wang 010; Dakun Yang (IEEE Trans. Syst. Man Cybern. Syst., 2025)