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ID:34815653
大小:2.82 MB
页数:91页
时间:2019-03-11
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1、DEEPLEARNINGFORSIGNALANDINFORMATIONPROCESSINGLiDengandDongYuMicrosoftResearchOneMicrosoftWayRedmond,WA980521TableofContentsChapter1:Introduction.................................................................................................................
2、...............61.1DefinitionsandBackground..........................................................................................................61.2OrganizationofThisBook..................................................................................
3、...........................9Chapter2:HistoricalContextofDeepLearning........................................................................................10Chapter3:ThreeClassesofDeepLearningArchitectures...................................................
4、......................173.1AThree-CategoryClassification..................................................................................................173.2GenerativeArchitectures...........................................................................
5、.................................193.3DiscriminativeArchitectures.......................................................................................................233.4HybridGenerative-DiscriminativeArchitectures........................................
6、................................26Chapter4:Generative:DeepAutoencoder................................................................................................294.1Introduction...........................................................................
7、.....................................................294.2UseofDeepAutoencodertoExtractSpeechFeatures...............................................................304.3StackedDenoisingAutoencoder.............................................................
8、....................................404.4TransformingAutoencoder.........................................................................................................41Chapter5:Hybrid:Pre-TrainedDee
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