前馈神经网络容错学习算法的设计与确定型收敛性研究

61305075
2013
F0601.人工智能基础
王健
青年科学基金项目
副教授
中国石油大学（华东）
25万元
前馈神经网络;渐近收敛性;容错性;正则子;确定型收敛性
2014-01-01到2016-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Convergence analyses on sparse feedforward neural networks via group lasso regularization 期刊论文 Wang, Jian|Cai, Qingling|Chang, Qingquan|Zurada, Jacek M.|
2 Fractional-order gradient descent learning of BP neural networks with Caputo derivative 期刊论文 Wen Yanqing|Gou Yida|Ye Zhenyun|Chen Hua|
3 Application of extreme learning machine and neural networks in total organic carbon content prediction in organic shale with wire line logs 期刊论文 Liu, Gang|Yang, Liu|Ge, Xinmin|Jiang, Shu|
4 A conjugate gradient-based efficient algorithm for training single-hidden-layer neural networks 会议论文 Gong, Xiaoling|Wang, Jian|Wang, Yanjiang|Zurada, Jacek M.|
5 Brittleness index prediction in shale gas reservoirs based on efficient network models 期刊论文 Jiang, Hailong|Chen, Lei|Jiang, Shu|Wang, Jian|
6 Review and performance comparison of SVM- and ELM-based classifiers 期刊论文 Chorowski, Jan|Wang, Jian|Zurada, Jacek M.|
7 Relaxed conditions for convergence of batch BPAP for feedforward neural networks 期刊论文 Wang, Jian|Liu, Lijun|Xu, Dongpo|Bao, Wendi|
8 A new method for rock brittleness evaluation in tight oil formation from conventional logs and petrophysical data 期刊论文 Ge, Xinmin|Han, Zhongying|Qu, Guanzheng|Jiang, Shu|
9 Boundedness of weight elimination for BP neural networks 会议论文 Zurada, Jacek M.|Wang, Yanjiang|Wang, Jing|Xie, Guofang|
10 Boundedness and convergence analysis of weight elimination for cyclic training of neural networks 期刊论文 Wang, Jian|Ye, Zhenyun|Gao, Weifeng|Zurada, Jacek M.|
11 Convergence analysis of inverse iterative algorithms for neural networks with L1/2penalty 期刊论文 Wen, Yanqing|Yang, Xifeng|Shao, Hongmei|Wang, Jing|
12 An Efficient Approach for Real-Time Prediction of Rate of Penetration in Offshore Drilling 期刊论文 Gong, Xiaoling|Zhang, Jialin|Wang, Jian|Zhang, Hongning|
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