1D-CNN 一维信号的深度学习算法和例子包括CNN、DBN等

一维信号的深度学习算法和例子包括CNN、DBN等，有详细的说明

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）
  

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2018-11-04 20:49  1D-CNN\
     目录           0  2018-11-04 20:49  1D-CNN\hagaygarty-mdCNN-ff72793\
     目录           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
     目录           0  2018-11-04 20:49  1D-CNN\hagaygarty-mdCNN-ff72793\Demo\
     目录           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
     目录           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
     目录           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
     目录           0  2018-11-04 20:49  1D-CNN\hagaygarty-mdCNN-ff72793\Demo\MNIST\
     目录           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
     目录           0  2018-11-04 20:49  1D-CNN\hagaygarty-mdCNN-ff72793\mdCNN\
............此处省略29个文件信息