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.db{j};
????????cae.vb{j}?=?cae.alpha?*?cae.db{j};
????????cae.sv?=?cae.sv?+?sum（cae.vb{j}?.^?2）;

????????cae.b{j}?=?cae.b{j}?-?cae.vb{j};
????end

????for?i?=?1?:?numel（cae.o）
%?????????cae.vc{i}?=?cae.momentum?*?cae.vc{i}?+?cae.alpha?/?（cae.sigma?+?cae.ddc{i}）?*?cae.dc{i};
????????cae.vc{i}?=?cae.alpha?*?cae.dc{i};
????????cae.sv?=?cae.sv?+?sum（cae.vc{i}?.^?2）;

????????cae.c{i}?=?cae.c{i}?-?cae.vc{i};
????end
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-04-09?19:32??deeplearing\
?????目錄???????????0??2017-04-09?19:32??deeplearing\DeepLearnToolbox\
?????文件?????????249??2017-04-09?19:29??deeplearing\DeepLearnToolbox\.travis.yml
?????目錄???????????0??2017-04-09?19:32??deeplearing\DeepLearnToolbox\CAE\
?????文件????????1219??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caeapplygrads.m
?????文件?????????917??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caebbp.m
?????文件????????1011??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caebp.m
?????文件?????????259??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caedown.m
?????文件?????????754??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caeexamples.m
?????文件????????3618??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caenumgradcheck.m
?????文件?????????845??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caesdlm.m
?????文件????????1148??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caetrain.m
?????文件?????????489??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\caeup.m
?????文件?????????173??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\max3d.m
?????文件????????1937??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\scaesetup.m
?????文件?????????270??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CAE\scaetrain.m
?????目錄???????????0??2017-06-26?20:29??deeplearing\DeepLearnToolbox\CNN\
?????文件?????????575??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnnapplygrads.m
?????文件????????2141??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnnbp.m
?????文件????????1774??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnnff.m
?????文件????????3430??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnnnumgradcheck.m
?????文件????????2021??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnnsetup.m
?????文件?????????193??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnntest.m
?????文件?????????845??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\cnntrain.m
?????文件????14735220??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\mnist_uint8.mat
?????文件?????????165??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\runalltests.m
?????文件?????????552??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\test_cnn_gradients_are_numerically_correct.m
?????文件?????????982??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\test_example_CNN.m
?????文件?????????749??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CNN\test_nn_gradients_are_numerically_correct.m
?????文件?????????544??2017-04-09?19:29??deeplearing\DeepLearnToolbox\CONTRIBUTING.md
?????文件?????????744??2017-04-09?19:29??deeplearing\DeepLearnToolbox\create_readme.sh
............此處省略328個文件信息