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Neural Computation
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July 9, 2010
Convergence analysis of three classes of split-complex gradient algorithms for complex-valued recurrent neural networks
Dongpo Xu, Huisheng Zhang, Lijun Liu
Neural Networks : the Official Journal of the International Neural Network Society
|
July 7, 2023
Stochastic momentum methods for non-convex learning without bounded assumptions
Yuqing Liang, Jinlan Liu, Dongpo Xu
IEEE Transactions on Neural Networks and Learning Systems
|
June 19, 2015
Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms
Dongpo Xu, Yili Xia, Danilo P Mandic
Neural Networks : the Official Journal of the International Neural Network Society
|
June 10, 2015
Convergence analysis of an augmented algorithm for fully complex-valued neural networks
Dongpo Xu, Huisheng Zhang, Danilo P Mandic
Journal of Environmental Science and Health. Part A, Toxic/Hazardous Substances & Environmental Engineering
|
June 20, 2020
Transcriptome analysis of <i>Takifugu obscurus</i> liver in response to acute retene exposure
Shulun Jiang, Di-An Fang, Dongpo Xu
Cognitive Neurodynamics
|
May 9, 2014
Convergence analysis of fully complex backpropagation algorithm based on Wirtinger calculus
Huisheng Zhang, Xiaodong Liu, Dongpo Xu, et al.
Analytical and Bioanalytical Chemistry
|
May 30, 2016
Synthesis of bifunctional TiO2@SiO2-B(OH)2@Fe3O4@TiO2 sandwich-like nanosheets for sequential selective enrichment of phosphopeptides and glycopeptides for mass spectrometric analysis
Dongpo Xu, Mingxia Gao, Chunhui Deng, et al.
Cognitive Neurodynamics
|
December 23, 2024
On hyper-parameter selection for guaranteed convergence of RMSProp
Jinlan Liu, Dongpo Xu, Huisheng Zhang, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
November 7, 2025
SSR1M: A stochastic SR1 method with momentum acceleration for non-Convex optimization
Jinlan Liu, Hanger Liu, Xin Deng, et al.
Cognitive Neurodynamics
|
May 15, 2015
Deterministic convergence of chaos injection-based gradient method for training feedforward neural networks
Huisheng Zhang, Ying Zhang, Dongpo Xu, et al.
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Search research articles
Search
Showing results (1-10 of 95) with videos related to
Sort By:
Page
of 10
Neural Computation
|
July 9, 2010
Convergence analysis of three classes of split-complex gradient algorithms for complex-valued recurrent neural networks
Dongpo Xu, Huisheng Zhang, Lijun Liu
Neural Networks : the Official Journal of the International Neural Network Society
|
July 7, 2023
Stochastic momentum methods for non-convex learning without bounded assumptions
Yuqing Liang, Jinlan Liu, Dongpo Xu
IEEE Transactions on Neural Networks and Learning Systems
|
June 19, 2015
Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms
Dongpo Xu, Yili Xia, Danilo P Mandic
Neural Networks : the Official Journal of the International Neural Network Society
|
June 10, 2015
Convergence analysis of an augmented algorithm for fully complex-valued neural networks
Dongpo Xu, Huisheng Zhang, Danilo P Mandic
Journal of Environmental Science and Health. Part A, Toxic/Hazardous Substances & Environmental Engineering
|
June 20, 2020
Transcriptome analysis of <i>Takifugu obscurus</i> liver in response to acute retene exposure
Shulun Jiang, Di-An Fang, Dongpo Xu
Cognitive Neurodynamics
|
May 9, 2014
Convergence analysis of fully complex backpropagation algorithm based on Wirtinger calculus
Huisheng Zhang, Xiaodong Liu, Dongpo Xu, et al.
Analytical and Bioanalytical Chemistry
|
May 30, 2016
Synthesis of bifunctional TiO2@SiO2-B(OH)2@Fe3O4@TiO2 sandwich-like nanosheets for sequential selective enrichment of phosphopeptides and glycopeptides for mass spectrometric analysis
Dongpo Xu, Mingxia Gao, Chunhui Deng, et al.
Cognitive Neurodynamics
|
December 23, 2024
On hyper-parameter selection for guaranteed convergence of RMSProp
Jinlan Liu, Dongpo Xu, Huisheng Zhang, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
November 7, 2025
SSR1M: A stochastic SR1 method with momentum acceleration for non-Convex optimization
Jinlan Liu, Hanger Liu, Xin Deng, et al.
Cognitive Neurodynamics
|
May 15, 2015
Deterministic convergence of chaos injection-based gradient method for training feedforward neural networks
Huisheng Zhang, Ying Zhang, Dongpo Xu, et al.
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of 10