function?net?=?cnnapplygrads（net?opts）
????mom?=?0.5;
????net.iter?=?net.iter?+1;
????if?net.iter?==?opts.momIncrease
????????mom?=?opts.momentum;
????end;
????for?nL?=?2?:?numel（net.layers）
????????if?strcmp（net.layers{nL}.type?‘c‘）
????????????for?nM?=?1?:?numel（net.layers{nL}.a）
????????????????for?ii?=?1?:?numel（net.layers{nL?-?1}.a）
????????????????????net.layers{nL}.vk{ii}{nM}?=?mom?*?net.layers{nL}.vk{ii}{nM}?+?opts.alpha?*?net.layers{nL}.dk{ii}{nM};
????????????????????net.layers{nL}.k{ii}{nM}?=?net.layers{nL}.k{ii}{nM}?-?net.layers{nL}.vk{ii}{nM};
????????????????end
????????????????net.layers{nL}.vb{nM}?=?mom?*?net.layers{nL}.vb{nM}?+?opts.alpha?*?net.layers{nL}.db{nM};
????????????????net.layers{nL}.b{nM}?=?net.layers{nL}.b{nM}?-?net.layers{nL}.vb{nM};
????????????end
????????end
????end
????net.vffW?=?mom?*?net.vffW?+?opts.alpha?*?net.dffW;
????net.ffW?=?net.ffW?-?net.vffW;
????net.vffb?=?mom?*?net.vffb?+?opts.alpha?*?net.dffb;
????net.ffb?=?net.ffb?-?net.vffb;
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件????????994??2016-04-07?19:42??CNN\cnnapplygrads.m

?????文件???????2453??2015-06-21?01:05??CNN\cnnbp?-?副本.m

?????文件???????4221??2018-09-13?17:50??CNN\cnnbp.m

?????文件???????5876??2018-09-13?17:50??CNN\cnnff.m

?????文件???????3712??2018-09-13?17:51??CNN\cnnnumgradcheck.m

?????文件???????4441??2018-09-13?19:22??CNN\cnnsetup.m

?????文件????????239??2018-09-13?17:52??CNN\cnntest.m

?????文件???????1414??2018-09-13?17:51??CNN\cnntrain.m

?????文件???????8857??2015-06-21?01:05??CNN\MaxPooling.cpp

?????文件???????8899??2015-06-21?01:05??CNN\MaxPooling.cpp.bak

?????文件????????404??2015-06-21?01:05??CNN\MaxPooling.m

?????文件??????14336??2015-06-21?01:05??CNN\MaxPooling.mexw64

?????文件???????9034??2015-06-21?01:05??CNN\MaxPoolingGPU.cpp

?????文件???????8929??2015-06-21?01:05??CNN\MaxPoolingGPU.cpp.bak

?????文件???????9782??2015-06-21?01:05??CNN\StochasticPooling.cpp

?????文件??????15360??2015-06-21?01:05??CNN\StochasticPooling.mexw64

?????文件???????1687??2015-06-21?01:05??CNN\StochaticTest.m

?????文件???????3196??2018-09-13?17:34??CNN\test_example_CNN.m

?????文件???????2973??2015-06-21?01:05??CNN\test_example_CNN2.m

?????目錄??????????0??2018-09-14?15:50??CNN

-----------?---------??----------?-----??----

???????????????106807????????????????????20