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个人简介

张会生教授 博士生导师 教育背景 大连理工大学理学博士(2009) 厦门大学理学硕士(2003) 曲阜师范大学理学学士(2000)荣誉奖励 (1)辽宁省自然科学奖,柔性认知计算模式与方法研究,三 等,2016-Z-3-08-R05,排名第五。 辽宁省自然科学学术成果奖,Isacomplex-valuedstepsize advantageousincomplex-valuedgradientlearningalgorithms?,二等,175202001444502,排名第一

研究领域

智能计算 信号处理 优化方法

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

(1)Onlinegradientmethodwithsmoothingℓ0regularizationfor feedforwardneuralnetworks,Neurocomputing,224,1-8,2017.(SCI) (2)Isacomplex-valuedstepsizeadvantageousin complex-valuedgradientlearningalgorithms?,IEEE transactionsonneuralnetworksandlearningsystems27(12),2730-2735,2016.(SCI) (3)BatchgradienttrainingmethodwithsmoothingL0 regularizationforfeedforwardneuralnetworks,Neural ComputingandApplications,26(2),383-390,2-15.(SCI) (4)Deterministicconvergenceofchaosinjection-basedgradient methodfortrainingfeedforwardneuralnetworks,Cognitive neurodynamics,9(3),331-340,2015.(SCI) (5)Convergenceanalysisofanaugmentedalgorithmforfully complex-valuedneuralnetworks,NeuralNetworks,69,44-50,2015.(SCI) (6)Boundednessandconvergenceofsplit-complex back-propagationalgorithmwithmomentumandpenalty, Neuralprocessingletters,39(3),297-307,2014.(SCI) (7)Convergenceanalysisoffullycomplexbackpropagation algorithmbasedonWirtingercalculus,Cognitive neurodynamics,8(3),261-266,2014.(SCI) (8)Boundednessandconvergenceofbatchback-propagation algorithmwithpenaltyforfeedforwardneuralnetworks,Neurocomputing,89141-146,2012.(SCI) (9)ConvergenceofSplit-ComplexBackpropagationAlgorithm withaMomentum,NeuralNetworkWorld,21(1),75-90,2011.(SCI) (10)Convergenceanalysisofthreeclassesofsplit-complex gradientalgorithmsforcomplex-valuedrecurrentneural networks,Neuralcomputation,22(10),2655-2677,2010.(SCI) (11)Boundednessandconvergenceofonlinegradientmethod withpenaltyforfeedforwardneuralnetworks,IEEE TransactionsonNeuralNetworks,20(6),1050-1054,2009.(SCI) (12)Boundednessandconvergenceofonlinegradientmethod withpenaltyforlinearoutputfeedforwardneuralnetworks,Neuralprocessingletters,29(3),205-212,2009.(SCI)

学术兼职

(1)国家自然科学基金评审专家 《IEEETNNLS》、《NeuralComputation》等多个国际期刊 的审稿人

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