上传者: yef2012
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上传时间:2021/2/16 8:30:56
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深度进修综述(英文)
Deeplearninginneuralnetworks:AnoverviewInrecentyears,deepartificialneuralnetworks(includingrecurrentones)havewonnumerouscontestsinpatternrecognitionandmachinelearning.Thishistoricalsurveycompactlysummarizesrelevantwork,muchofitfromthepreviousmillennium.ShallowandDeepLearnersaredistinguishedbythedepthoftheircreditassignmentpaths,whicharechainsofpossiblylearnable,causallinksbetweenactionsandeffects.Ireviewdeepsupervisedlearning(alsorecapitulatingthehistoryofbackpropagation),unsupervisedlearning,reinforcementlearning&evolutionarycomputation,andindirectsearchforshortprogramsencodingdeepandlargenetworks.
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