資源簡介
基于matlab的深度學習算法,可用于深度學習入門
代碼片段和文件信息
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
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
????.......???????249??2015-12-01?02:29??DeepLearnToolbox-master\.travis.yml
????.......??????1219??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caeapplygrads.m
????.......???????917??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caebbp.m
????.......??????1011??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caebp.m
????.......???????259??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caedown.m
????.......???????754??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caeexamples.m
????.......??????3618??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caenumgradcheck.m
????.......???????845??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caesdlm.m
????.......??????1148??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caetrain.m
????.......???????489??2015-12-01?02:29??DeepLearnToolbox-master\CAE\caeup.m
????.......???????173??2015-12-01?02:29??DeepLearnToolbox-master\CAE\max3d.m
????.......??????1937??2015-12-01?02:29??DeepLearnToolbox-master\CAE\scaesetup.m
????.......???????270??2015-12-01?02:29??DeepLearnToolbox-master\CAE\scaetrain.m
????.......???????575??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnnapplygrads.m
????.......??????2141??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnnbp.m
????.......??????1774??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnnff.m
????.......??????3430??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnnnumgradcheck.m
????.......??????2020??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnnsetup.m
????.......???????193??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnntest.m
????.......???????845??2015-12-01?02:29??DeepLearnToolbox-master\CNN\cnntrain.m
????.......???????544??2015-12-01?02:29??DeepLearnToolbox-master\CONTRIBUTING.md
?????文件????????744??2015-12-01?02:29??DeepLearnToolbox-master\create_readme.sh
????.......??14735220??2015-12-01?02:29??DeepLearnToolbox-master\data\mnist_uint8.mat
????.......???????557??2015-12-01?02:29??DeepLearnToolbox-master\DBN\dbnsetup.m
????.......???????232??2015-12-01?02:29??DeepLearnToolbox-master\DBN\dbntrain.m
????.......???????425??2015-12-01?02:29??DeepLearnToolbox-master\DBN\dbnunfoldtonn.m
????.......????????90??2015-12-01?02:29??DeepLearnToolbox-master\DBN\rbmdown.m
????.......??????1401??2015-12-01?02:29??DeepLearnToolbox-master\DBN\rbmtrain.m
????.......????????89??2015-12-01?02:29??DeepLearnToolbox-master\DBN\rbmup.m
????.......??????1313??2015-12-01?02:29??DeepLearnToolbox-master\LICENSE
............此處省略56個文件信息
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