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大小: 1.19MB文件類型: .rar金幣: 2下載: 0 次發布日期: 2023-11-18
- 語言: Matlab
- 標簽: MNISTmatlab??
資源簡介
使用matlab實現的對MNIST手寫數字進行識別,經測試,真實可用的。

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???????1316??2014-02-12?14:10??MNIST手寫數字識別\license.txt
?????文件???????3853??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\adapt_dw.m
?????文件???????5111??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\calchx.m
?????文件???????5946??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\calcje.m
?????文件????????710??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\calcMCR.m
?????文件???????2250??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\check_finit_dif.m
?????文件???????7186??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\cnn.m
?????文件????????973??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\cnn_size.m
?????文件???????7409??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\cutrain.m
?????文件???????3873??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\init.m
?????文件???????2967??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\sim.m
?????文件???????8998??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\subsasgn.m
?????文件???????1708??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\subsref.m
?????文件???????6770??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\@cnn\train.m
?????文件????????716??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\back_conv2.m
?????文件???????1054??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\back_subsample.m
?????文件???????1123??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\changelog.txt
?????文件???????1005??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\changelog.txt~
?????文件?????570755??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cnet.mat
?????文件??????23102??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cnet_tool.m
?????文件???????1005??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cnn2singlestruct.m
?????文件???????9952??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cnn_gui.fig
?????文件??????12131??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cnn_gui.m
?????文件????????712??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cucalcMCR.m
?????文件???????5471??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\cutrain_cnn.m
?????文件????????128??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\fastFilter2.m
?????文件???????1337??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\license.txt~
?????文件????????819??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\mse.m
?????文件???????1112??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\preproc_data.m
?????文件????????412??2014-02-12?14:10??MNIST手寫數字識別\ver?0.83\preproc_image.m
............此處省略18個文件信息
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