資源簡(jiǎn)介
一維信號(hào)的深度學(xué)習(xí)算法和例子包括CNN、DBN等,有詳細(xì)的說明
代碼片段和文件信息
addpath(‘../../Training‘??‘../../mdCNN‘??‘../../utilCode‘?);
%?label?is?encoded?in?the?sample?in?binary?format?using?4
%?bits.?ie?label?7?will?be?encoded?in?the?middle?of?the?sample?[x?x?x?x?0?1?1?1?x?x?x?x]
%?network?will?learn?to?classify?the?samples?and?will?eventually?‘look‘
%?only?on?the?interesting?bits?and?ignore?other?ones
%Crete?a?dataset
numTest=200;numTrain=10000;
x=randi(161numTrain+numTest)-1;?%?generate?random?test?set?with?random?numbers?0?to?15
xBin=[mod(x2)?;mod(floor(x/2)2)?;mod(floor(x/4)2)?;mod(floor(x/8)2)];?%?binary?encode?x?values?using?4?bits
%?‘hide‘?the?4?bits?inside?a?larger?vector?padded?with?random?bits?and?fixed?bits
samples?=?[repmat((1:10)‘1size(xBin2))?;?xBin?;?rand(10size(xBin2))/2*mean(xBin(:))];?
dataset=[];
for?idx=1:size(samples2)
??
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-11-04?20:49??1D-CNN\
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\
?????文件?????????956??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\1d.conf
?????文件????????1029??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\1d_conv.conf
?????文件????????1647??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\cifar10.conf
?????文件????????1494??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\cifar10_fast.conf
?????文件????????1029??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\mnist.conf
?????文件????????1143??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\mnist3d.conf
?????文件????????1146??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Configs\mnist99.24.conf
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\
?????文件????????1324??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\demoBinEncoding_1d.m
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\Logs\
?????文件???????13008??2017-09-20?12:07??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\Logs\Console_20-09-2017_11-53-13.txt
?????文件???????13009??2017-09-20?12:23??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\Logs\Console_20-09-2017_12-07-57.txt
?????文件???????13009??2017-09-20?12:38??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\Logs\Console_20-09-2017_12-23-12.txt
?????文件???????13009??2017-09-20?12:53??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\Logs\Console_20-09-2017_12-38-47.txt
?????文件??????520735??2017-09-20?12:53??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\1d\net.mat
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\CIFAR10\
?????文件?????????530??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\CIFAR10\demoCIFAR10.m
?????文件???????22800??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\CIFAR10\displayCIFAR10.m
?????文件????????2288??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\CIFAR10\getCIFAR10data.m
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST\
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST3d\
?????文件?????????644??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST3d\demoMnist3D.m
?????文件????????5646??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST3d\getMNIST3Ddata.m
?????文件????????1118??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST\demoMnist.m
?????文件???????23625??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST\displayMNIST.m
?????文件????????4562??2017-01-09?11:19??1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST\getMNISTdata.m
?????目錄???????????0??2018-11-04?20:49??1D-CNN\hagaygarty-mdCNN-ff72793\mdCNN\
............此處省略29個(gè)文件信息
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