Yan Liu

发表

Negative effects of sufficiently small initialweights on back-propagation neural networks

Long Li, Wei Wu, Yan Liu, 2012, Journal of Zhejiang University SCIENCE C.

Batch gradient method with smoothing L1/2 regularization for training of feedforward neural networks

Jacek M. Zurada, Wei Wu, Yan Liu, 2014, Neural Networks.

Convergence of batch gradient learning algorithm with smoothing L1/2 regularization for Sigma-Pi-Sigma neural networks

Jing Wang, Wei Wu, Zhengxue Li, 2015, Neurocomputing.

Robustness of classification ability of spiking neural networks

Yan Liu, Jie Yang, Pingping Zhang, 2015, ArXiv.

A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence

Yan Liu, Jie Yang, Dakun Yang, 2018, Neural Processing Letters.

A Modifled Gradient-Based Neuro-Fuzzy Learning Algorithm for Pi-Sigma Network Based on First-Order Takagi-Sugeno System

Yan Liu, Jie Yang, Wei Wu, 2014 .

Preparation and shape-control of Bi2S3 nanocrystals.

Xiaodong Wang, Zhiliang Li, Jie Yang, 2010, Journal of nanoscience and nanotechnology.

A Semianalytical Method for Nonlinear Vibration of Euler-Bernoulli Beams with General Boundary Conditions

Yan Liu, Jie Yang, Jie Yang, 2010 .

A Modified Sigma-Pi-Sigma Neural Network with Adaptive Choice of Multinomials pdf

Wei Wu, Yan Liu, Feng Li, 2018, ArXiv.

A New Conjugate Gradient Method with Smoothing $$L_{1/2} $$L1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks

Jie Yang, Wei Wu, Wenyu Li, 2018, Neural Processing Letters.

Relaxed conditions for convergence analysis of online back-propagation algorithm with L2 regularizer for Sigma-Pi-Sigma neural network

Yan Liu, Chao Zhang, Dakun Yang, 2018, Neurocomputing.

A modified gradient learning algorithm with smoothing L1/2 regularization for Takagi-Sugeno fuzzy models

Wei Wu, Yan Liu, Jian Wang, 2014, Neurocomputing.

L1/2 regularization learning for smoothing interval neural networks: Algorithms and convergence analysis

Yan Liu, Dakun Yang, Dakun Yang, 2018, Neurocomputing.

A modified gradient-based neuro-fuzzy learning algorithm and its convergence

Long Li, Wei Wu, Yan Liu, 2010, Inf. Sci..

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, Dakun Yang, Dakun Yang, 2017, Fuzzy Sets Syst..

Input Layer Regularization of Multilayer Feedforward Neural Networks

Jacek M. Zurada, Feng Li, Yan Liu, 2017, IEEE Access.