資源簡介
卷積神經網絡用于識別手寫字體,識別率非常高,而且代碼全有。

代碼片段和文件信息
function?res?=?back_conv2(FMeKtype)
%back_conv2?back?convolution.?Function?can?be?used?in?two?cases?-?backpropagate?error??
%???for?lower?layers?and?calculate?gradient
%
%??Syntax
%??
%????res?=?back_conv2(FMeKtype)
%????
%??Description
%???Input:
%????FM?-?feature?map
%????e?-?error?map
%????K?-?shared?weights?(convolution?kernel)
%????type?-?type?of?operation?(gx?-?for?gradient?calculation?err?-?for?error?calculation)
%???Output:
%????res?-?result?of?computation
%
%(c)?Sirotenko?Mikhail?2009
switch(type)
????case?‘gx‘???%Calculate?gradient
??????????res?=?fastFilter2(eFM‘valid‘);?
????case?‘err‘?%Error?backpropagation
??????????res?=?conv2(eK‘full‘);
end
end
????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????3853??2013-03-11?14:31??cnn修改\@cnn\adapt_dw.m
?????文件???????5111??2013-03-11?14:31??cnn修改\@cnn\calchx.m
?????文件???????5946??2013-03-11?14:31??cnn修改\@cnn\calcje.m
?????文件????????710??2013-03-11?14:31??cnn修改\@cnn\calcMCR.m
?????文件???????2250??2013-03-11?14:31??cnn修改\@cnn\check_finit_dif.m
?????文件???????7186??2013-03-11?14:31??cnn修改\@cnn\cnn.m
?????文件????????973??2013-03-11?14:31??cnn修改\@cnn\cnn_size.m
?????文件???????7409??2013-03-11?14:31??cnn修改\@cnn\cutrain.m
?????文件???????3873??2013-03-11?14:31??cnn修改\@cnn\init.m
?????文件???????2967??2013-03-11?14:31??cnn修改\@cnn\sim.m
?????文件???????8998??2013-03-11?14:31??cnn修改\@cnn\subsasgn.m
?????文件???????1708??2013-03-11?14:31??cnn修改\@cnn\subsref.m
?????文件???????6772??2013-03-27?20:06??cnn修改\@cnn\train.m
?????文件????????716??2013-03-11?14:31??cnn修改\back_conv2.m
?????文件???????1054??2013-03-11?14:31??cnn修改\back_subsample.m
?????文件?????570755??2013-03-11?14:31??cnn修改\cnet.mat
?????文件??????23102??2013-03-11?14:31??cnn修改\cnet_tool.m
?????文件???????1005??2013-03-11?14:31??cnn修改\cnn2singlestruct.m
?????文件???????9952??2013-03-11?14:31??cnn修改\cnn_gui.fig
?????文件??????12131??2013-03-11?14:31??cnn修改\cnn_gui.m
?????文件????????192??2013-03-27?10:23??cnn修改\createdataset.m
?????文件????????712??2013-03-11?14:31??cnn修改\cucalcMCR.m
?????文件???????5471??2013-03-11?14:31??cnn修改\cutrain_cnn.m
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\441.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\442.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\443.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\444.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\445.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\446.bmp
?????文件????????174??2013-03-25?20:24??cnn修改\digit\test\447.bmp
............此處省略551個文件信息
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