资源简介
深度学习matlab工具箱,已经测试通过的源码,可以应用在图像识别、模式识别、语音识别等领域
代码片段和文件信息
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
----------- --------- ---------- ----- ----
....... 249 2014-05-11 05:46 1DeepLearnToolbox-master\.travis.yml
....... 1219 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caeapplygrads.m
....... 917 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caebbp.m
....... 1011 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caebp.m
....... 259 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caedown.m
....... 754 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caeexamples.m
....... 3618 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caenumgradcheck.m
....... 845 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caesdlm.m
....... 1148 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caetrain.m
....... 489 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\caeup.m
....... 173 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\max3d.m
....... 1937 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\scaesetup.m
....... 270 2014-05-11 05:46 1DeepLearnToolbox-master\CAE\scaetrain.m
....... 575 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnnapplygrads.m
....... 2141 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnnbp.m
....... 1774 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnnff.m
....... 3430 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnnnumgradcheck.m
....... 2020 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnnsetup.m
....... 193 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnntest.m
....... 845 2014-05-11 05:46 1DeepLearnToolbox-master\CNN\cnntrain.m
....... 544 2014-05-11 05:46 1DeepLearnToolbox-master\CONTRIBUTING.md
文件 744 2014-05-11 05:46 1DeepLearnToolbox-master\create_readme.sh
....... 14735220 2014-05-11 05:46 1DeepLearnToolbox-master\data\mnist_uint8.mat
....... 557 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\dbnsetup.m
....... 232 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\dbntrain.m
....... 425 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\dbnunfoldtonn.m
....... 90 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\rbmdown.m
....... 1401 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\rbmtrain.m
....... 89 2014-05-11 05:46 1DeepLearnToolbox-master\DBN\rbmup.m
....... 1313 2014-05-11 05:46 1DeepLearnToolbox-master\LICENSE
............此处省略56个文件信息
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