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??2019-03-15?16:19??DeepLearnToolbox-master\
?????文件?????????249??2015-12-01?18:29??DeepLearnToolbox-master\.travis.yml
?????目錄???????????0??2019-03-15?16:19??DeepLearnToolbox-master\CAE\
?????文件????????1219??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caeapplygrads.m
?????文件?????????917??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caebbp.m
?????文件????????1011??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caebp.m
?????文件?????????259??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caedown.m
?????文件?????????754??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caeexamples.m
?????文件????????3618??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caenumgradcheck.m
?????文件?????????845??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caesdlm.m
?????文件????????1148??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caetrain.m
?????文件?????????489??2015-12-01?18:29??DeepLearnToolbox-master\CAE\caeup.m
?????文件?????????173??2015-12-01?18:29??DeepLearnToolbox-master\CAE\max3d.m
?????文件????????1937??2015-12-01?18:29??DeepLearnToolbox-master\CAE\scaesetup.m
?????文件?????????270??2015-12-01?18:29??DeepLearnToolbox-master\CAE\scaetrain.m
?????目錄???????????0??2019-03-15?17:10??DeepLearnToolbox-master\CNN\
?????文件?????????950??2019-03-15?16:43??DeepLearnToolbox-master\CNN\cnnapplygrads.m
?????文件????????4635??2019-03-15?16:39??DeepLearnToolbox-master\CNN\cnnbp.m
?????文件????????4008??2019-03-15?16:50??DeepLearnToolbox-master\CNN\cnnff.m
?????文件????????3430??2015-12-01?18:29??DeepLearnToolbox-master\CNN\cnnnumgradcheck.m
?????文件????????6397??2019-03-15?17:09??DeepLearnToolbox-master\CNN\cnnsetup.m
?????文件?????????334??2019-03-15?17:37??DeepLearnToolbox-master\CNN\cnntest.m
?????文件????????2587??2019-03-15?17:01??DeepLearnToolbox-master\CNN\cnntrain.m
?????文件?????????544??2015-12-01?18:29??DeepLearnToolbox-master\CONTRIBUTING.md
?????目錄???????????0??2019-03-15?16:19??DeepLearnToolbox-master\DBN\
?????文件?????????557??2015-12-01?18:29??DeepLearnToolbox-master\DBN\dbnsetup.m
?????文件?????????232??2015-12-01?18:29??DeepLearnToolbox-master\DBN\dbntrain.m
?????文件?????????425??2015-12-01?18:29??DeepLearnToolbox-master\DBN\dbnunfoldtonn.m
?????文件??????????90??2015-12-01?18:29??DeepLearnToolbox-master\DBN\rbmdown.m
?????文件????????1401??2015-12-01?18:29??DeepLearnToolbox-master\DBN\rbmtrain.m
?????文件??????????89??2015-12-01?18:29??DeepLearnToolbox-master\DBN\rbmup.m
............此處省略52個文件信息