深度学习源代码

详细的深度学习源代码，可更好的理解它的原理。

function cae = caeapplygrads（cae）
    cae.sv = 0;
    for j = 1 : numel（cae.a）
        for i = 1 : numel（cae.i）
%             cae.vik{i}{j} = cae.momentum * cae.vik{i}{j} + cae.alpha ./ （cae.sigma + cae.ddik{i}{j}） .* cae.dik{i}{j};
%             cae.vok{i}{j} = cae.momentum * cae.vok{i}{j} + cae.alpha ./ （cae.sigma + cae.ddok{i}{j}） .* cae.dok{i}{j};
            cae.vik{i}{j} = cae.alpha * cae.dik{i}{j};
            cae.vok{i}{j} = cae.alpha * cae.dok{i}{j};
            cae.sv = cae.sv + sum（cae.vik{i}{j}（:） .^ 2）;
            cae.sv = cae.sv + sum（cae.vok{i}{j}（:） .^ 2）;

            cae.ik{i}{j} = cae.ik{i}{j} - cae.vik{i}{j};
            cae.ok{i}{j} = cae.ok{i}{j} - cae.vok{i}{j};
        end
%         cae.vb{j} = cae.momentum * cae.vb{j} + cae.alpha / （cae.sigma + cae.ddb{j}） * cae.d

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----

     文件        249  2014-04-15 23:59  DeepLearnToolbox-master\.travis.yml

     文件       1219  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caeapplygrads.m

     文件        917  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caebbp.m

     文件       1011  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caebp.m

     文件        259  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caedown.m

     文件        754  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caeexamples.m

     文件       3618  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caenumgradcheck.m

     文件        845  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caesdlm.m

     文件       1148  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caetrain.m

     文件        489  2014-04-15 23:59  DeepLearnToolbox-master\CAE\caeup.m

     文件        173  2014-04-15 23:59  DeepLearnToolbox-master\CAE\max3d.m

     文件       1937  2014-04-15 23:59  DeepLearnToolbox-master\CAE\scaesetup.m

     文件        270  2014-04-15 23:59  DeepLearnToolbox-master\CAE\scaetrain.m

     文件        575  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnnapplygrads.m

     文件       2141  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnnbp.m

     文件       1774  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnnff.m

     文件       3430  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnnnumgradcheck.m

     文件       2020  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnnsetup.m

     文件        193  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnntest.m

     文件        845  2014-04-15 23:59  DeepLearnToolbox-master\CNN\cnntrain.m

     文件        544  2014-04-15 23:59  DeepLearnToolbox-master\CONTRIBUTING.md

     文件        744  2014-04-15 23:59  DeepLearnToolbox-master\create_readme.sh

     文件   14735220  2014-04-15 23:59  DeepLearnToolbox-master\data\mnist_uint8.mat

     文件        557  2014-04-15 23:59  DeepLearnToolbox-master\DBN\dbnsetup.m

     文件        232  2014-04-15 23:59  DeepLearnToolbox-master\DBN\dbntrain.m

     文件        425  2014-04-15 23:59  DeepLearnToolbox-master\DBN\dbnunfoldtonn.m

     文件         90  2014-04-15 23:59  DeepLearnToolbox-master\DBN\rbmdown.m

     文件       1401  2014-04-15 23:59  DeepLearnToolbox-master\DBN\rbmtrain.m

     文件         89  2014-04-15 23:59  DeepLearnToolbox-master\DBN\rbmup.m

     文件       1313  2014-04-15 23:59  DeepLearnToolbox-master\LICENSE

............此处省略56个文件信息