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Information Theory Pattern Recognition And works By Mackay(1).pdf

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文档介绍:Copyright Cambridge University Press 2003. On-screen viewing permitted. Printing not permitted. 1642981You can buy this book for 30 pounds or $50. See ./ for ,Inference,.******@,1996,1997,1998,1999,2000,2001,2002,2003,2004,(fourthprinting)March28,.-screenontheabovewebsite,inpostscript,djvu,()minortyposwerecorrected,()minortyposwerecorrected,andchapter8wasrenamed‘Dependentrandomvariables’(insteadof‘Correlated’).Inthefourthprinting()minortyposwerecorrected.(.)Copyright Cambridge University Press 2003. On-screen viewing permitted. Printing not permitted. 1642981You can buy this book for 30 pounds or $50. See ./ for .............................v1IntroductiontoInformationTheory.............32Probability,Entropy,andInference..............223MoreaboutInference.....................pression......................654TheSourceCodingTheorem.................675SymbolCodes.........................916StreamCodes..........................1107CodesforIntegers.......................132IINoisy-ChannelCoding....................1378DependentRandomVariables.................municationoveraNoisyChannel............14610TheNoisy-ChannelCodingTheorem.............16211Error-CorrectingCodesandRealChannels.........177IIIFurtherTopicsinInformationTheory.............19112HashCodes:CodesforE?cientInformationRetrieval..19313BinaryCodes.........................20614VeryGoodLinearCodesExist................22915FurtherExercisesonInformationTheory..........23316MessagePassing........................municationoverConstr