学科分类
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500 个结果
  • 简介:PriorityorderedBPneuralnetworkandtheapplicationforspeakeridentification;ProbingmodificationofBPneuralnetworklearning-rate;Real-timeoptimalexcitationcontrollerusingneuralnetwork;ResearchonthemodelingoftheaxialloaddistributioncoefficientofcylindricalgearsingearCADbasedonANN;Short-termsystemmarginalpriceforecastingwithhybridmodule;StudyonautomaticcreatingmethodofpublictransportationdispatchingformbasedonBPneuralnetwork。

  • 标签: BP神经网络 发话人识别 应用 CAD 价格预测
  • 简介:Amodelfortheoptimisationofallfuzzy-controller-componentsbyanartificialneuralnetwork.AModularApproachforReliableNanoelectronicandVery-DeepSubmicronCircuitDesignBasedonAnalogNeuralNetworkPrinciples.AmultipointopticalevanescentwaveU-bendsensorsystembasedonartificialneuralnetworkpatternrecognition.Amultivariableapproachformappingsub-pixellandcoverdistributionsusingMISRandMODIS:ApplicationintheBrazilianAmazonregion.

  • 标签: 人工神经网络 模糊控制 电路设计 传感器 MISR
  • 简介:Anoveldailypeakloadforecastingmethodusinganalyzablestructuredneuralnetwork;Apseudo-randomtestingschemeforanalogintegratedcircuitsusingartificialneuralnetworkmodel-basedobservers;AROBUSTPOWERSYSTEMSTABILIZERCONFIGURATIONUSINGARTIFICIALNEURALNETWORKBASEDONLINEAROPTIMALCONTROL(STUDENTPAPERCOMPETITION);ASelf-AimingCameraBasedonNeurophysicalPrinciples;Aself-organizingneuralmodelforcontext-basedactionrecognition;Asequentialfeatureselection-basedneuralnetworkapproachtodynamicvoltagestabilityestimation。

  • 标签: 人工神经网络 负荷预测 随机测试 相似电路 电压稳定性
  • 简介:Abiologicallyinspiredconnectionistsystemfornaturallanguageprocessing,Abiologicallymotivatedconnectionistsystemforpredictingthenextwordinnaturallanguagesentences,Acombinedmodelofwaveletandnenralnetworkforshorttermloadforecasting,Acomparativestudyofradialbasisfunctionneuralnetworksandwaveletneuralnetworksinclassificationofremotelysenseddata……

  • 标签: 人工神经网络 自然语言 负荷预测 分级
  • 简介:为了进一步优化神经网络算法,提高网络神经算法的速率并提高其稳定性,就现有BP算法所存在的收敛速度慢以及容易陷入局部极小值的弊病,我们将进一步通过一般改进算法解决在神经网络结构优化过程中依然无法解决的问题。依据遗传算法的特征,进一步在经过改进的压缩映射遗传的基础上提出了BP神经网络优化方案。泛函分析中压缩映射原理的应用,一方面解决了困扰人们的BP神经网络算法所固有的缺点,显著地提高了神经网络算法的收敛速度,而且解决了BP神经在运行的过程中和网络连接权值初值的取值紧密相连的缺点。经过大量的计算我们得到如下数据:经过优化改进后,训练时间节约了8.3%,训练步数降低了近17.4%。经过大量的研究实验表明:经过改进后的BP神经网络算法取得了良好的效果,十分具有应用价值。

  • 标签: 改进BP算法 BP神经网络 压缩映射 优化 适应性
  • 简介:Dynamicnodecreationandfastlearningalgorithmforahybridfeedforwardneuralnetwork.Flight-pathanglecontrolvianeuro-adaptiveBackstepping.Locallearningframeworkforhandwrittencharacterrecognition.Maximizingmarginsofmultilayerneuralnetworks.ModularnetworkSOMself-orgmlizingmapofasystemsgroupinfunctionspace.

  • 标签: 多层神经网络 前馈 动力节点 手写识别
  • 简介:ApplicationoftheRTNNmodelforasystemidentification,predictionandcontrol;AssociativeMemoryUsingRatioRuleforMulti-valuedPatternAssociation;Batch-to-BatchModel-basedIterativeOptimisationControlforaBatchPolymerisationReactor;BehaviouralPlasticityinAutonomousAgents:AComparisonbetweenTwoTypesofController;ChannelEqualizationUsingComplex-ValuedRecurrentNeuralNetworks;Classificationofnaturallanguagesentencesusingneuralnetworks;Combiningarecurrentneuralnetworkandtheoutputregulationtheoryfornon-linearadaptivecontrol。

  • 标签: 循环神经网络 RTNN 系统辨别 联合记忆
  • 简介:ConfigurablemultilayerCNN-UMemulatoronFPGA;Cortically-inspiredVisualProcessingwithaFourLayerCellularNeuralNetwork;Effectofcouplingresistorsonsteadypatternsincoupledoscillatornetworks;Exponentialconvergenceestimatesforneuralnetworkswithmultipledelays;FEATUREEXTRACTIONINEPILEPSYUSINGACELLULARNEURALNETWORKBASEDDEVICEFIRSTRESULTS;FurtherResultsontheStabilityofDelayedCellularNeuralNetworks;Globalstabilityanalysisindelayedcellularneuralnetworks;ImageedgedetectionusingadaptivemorphologyMeyerWavelet-CNN。

  • 标签: 细胞神经网络 FPGA 视觉处理 指数估计 图像边缘检测
  • 简介:PredictionoftheDimensionalChangesduringSinteringusingBackpropagationAlgorithm,Predictionofthenextstockpriceusingneuralnetwork-extractionthefeaturetopredictnextstockpricebyfiltering,Pulsemodeneuronwithpiecewiselinearactivationfunction,Remarksonmultilayerneuralnetworksinvolvingchaosneurons……

  • 标签: 多层神经网络 烧结 尺寸变化 混沌神经元