人工智能人工神经网络及其语言ai&annartificial neural networks technology

《人工智能人工神经网络及其语言ai&annartificial neural networks technology》由会员上传分享，免费在线阅读，更多相关内容在学术论文-天天文库。

1、ARTIFICIALNEURALNETWORKSTECHNOLOGYADACSState-of-the-ArtReportContractNumberF30602-89-C-0082(Data&AnalysisCenterforSoftware)ELIN:A011August201992Preparedfor:RomeLaboratoryRL/C3CGriffissAFB,NY13441-5700Preparedby:DaveAndersonandGeorgeMcNeillKamanSciencesCorp

2、oration258GenesseStreetUtica,NewYork13502-4627TABLEOFCONTENTS1.0IntroductionandPurpose.............................................................................12.0WhatareArtificialNeuralNetworks?......................................................22.

3、1AnalogytotheBrain.............................................................................22.2ArtificialNeuronsandHowTheyWork.........................................32.3ElectronicImplementationofArtificialNeurons..........................52.4Artifici

4、alNetworkOperations............................................................72.5TraininganArtificialNeuralNetwork............................................102.5.1SupervisedTraining..................................................................102.5

5、.2Unsupervised,orAdaptiveTraining....................................112.6HowNeuralNetworksDifferfromTraditionalComputingandExpertSystems...............................................................................123.0HistoryofNeuralNetworks............

6、.............................................................174.0DetailedDescriptionofNeuralNetworkComponentsandHowTheyWork........................................................................................................204.1MajorComponentsofanArti

7、ficialNeuron....................................224.2TeachinganArtificialNeuralNetwork............................................264.2.1SupervisedLearning.................................................................264.2.2UnsupervisedLearning.........

8、...................................................274.2.3LearningRates............................................................................284.2.4LearningLaws..........................................