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科研机构
大连理工大学 [10]
重庆大学 [1]
自动化研究所 [1]
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期刊论文 [10]
会议论文 [2]
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2021 [1]
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Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1380-1388
作者:
Hossein Mirinejad
;
Tamer Inanc
;
Jacek M. Zurada
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/06/11
Costate estimation
direct trajectory optimization
Galerkin projection
numerical optimal control
radial basis function interpolation
Smooth group L-1/2 regularization for input layer of feedforward neural networks
期刊论文
NEUROCOMPUTING, 2018, 卷号: 314, 页码: 109-119
作者:
Li, Feng
;
Zurada, Jacek M.
;
Wu, Wei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Feedforward neural network
Input layer compression
Feature selection
Smooth group L-1/2 regularization
Convergence
Input Layer Regularization of Multilayer Feedforward Neural Networks
期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 10979-10985
作者:
Li, Feng
;
Zurada, Jacek M.
;
Liu, Yan
;
Wu, Wei
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Multilayer feedforward neural network
autoencoder
compressive sensing
regularization of input layer
L-1 and L-1/2 regularization
An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems
期刊论文
2017, 卷号: 21, 页码: 601-615
作者:
Hou, Yaqing[1]
;
Ong, Yew-Soon[2]
;
Feng, Liang[3]
;
Zurada, Jacek M.[4,5]
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  |  
浏览/下载:2/0
  |  
提交时间:2019/11/30
Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks
期刊论文
SPRINGERPLUS, 2016, 卷号: 5, 页码: 295
作者:
Fan, Qinwei
;
Wu, Wei
;
Zurada, Jacek M.
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  |  
浏览/下载:1/0
  |  
提交时间:2019/12/09
Feedforward neural networks
Adaptive momentum
Smoothing L-1/2 regularization
Convergence
Boundedness of Weight Elimination for BP Neural Networks
会议论文
13th International Conference on Artificial Intelligence and Soft Computing (ICAISC), Zakopane, POLAND, 2014-06-01
作者:
Wang, Jian
;
Zurada, Jacek M.
;
Wang, Yanjiang
;
Wang, Jing
;
Xie, Guofang
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/09
backpropagation
neural networks
weight decay
weight elimination
boundedness
Batch gradient method with smoothing L-1/2 regularization for training of feedforward neural networks
期刊论文
NEURAL NETWORKS, 2014, 卷号: 50, 页码: 72-78
作者:
Wu, Wei
;
Fan, Qinwei
;
Zurada, Jacek M.
;
Wang, Jian
;
Yang, Dakun
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/09
Feedforward neural networks
Batch gradient method
Smoothing L-1/2 regularization
Convergence
Review and performance comparison of SVM- and ELM-based classifiers
期刊论文
NEUROCOMPUTING, 2014, 卷号: 128, 页码: 507-516
作者:
Chorowski, Jan
;
Wang, Jian
;
Zurada, Jacek M.
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  |  
浏览/下载:1/0
  |  
提交时间:2019/12/09
Machine learning
Classification
Convex quadratic programming
SVM
ELM
Randomization
Convergence of online gradient method for feedforward neural networks with smoothing L-1/2 regularization penalty
期刊论文
NEUROCOMPUTING, 2014, 卷号: 131, 页码: 208-216
作者:
Fan, Qinwei
;
Zurada, Jacek M.
;
Wu, Wei
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/09
Feedforward neural networks
Online gradient method
Smoothing L-1/2 regularization
Boundedness
Convergence
Computational properties and convergence analysis of BPNN for cyclic and almost cyclic learning with penalty
期刊论文
NEURAL NETWORKS, 2012, 卷号: 33, 页码: 127-135
作者:
Wang, Jian
;
Wu, Wei
;
Zurada, Jacek M.
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/13
Weight decay
Backpropagation
Cyclic
Almost cyclic
Convergence
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