%function?output?=?ANN_Training（X?t?H?max_iter）
%Train?ANN?with?one?hidden?layer?and?one?output?unit?for?classification

%input?:
%X:??attributes.?Every?column?represents?a?sample.
%y:??target.?should?be?0?or?1.??length（y）?==?size（X2）?is?assumed.
%H:?size?of?hidden?layer.
%max_iter:?maximum?iterates
%tol:?convergence?tolerate

%output:
%?output:?a?structure?containing?all?network?parameters.

%Created?by?Ranch?Y.Q.?Lai?on?Mar?22?2011
%yqlai@comp.hkbu.edu.hk

function?output?=?ANN_Training（X?t?H?max_itertol）
[nN]?=?size（X）;
if?N~=?length（t）
????error（‘inconsistent?sample?size‘）;
end


W?=?randn（nH）;?%?weight?for?hidden?layer?W（:i）?is?the?weight?vector?for?unit?i
b?=?randn（H1）;?%?bias?for?hidden?layer
wo?=?randn（H1）;?%weight?for?output?layer
bo?=?rand

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2013-09-07?12:48??ANN\
?????文件????????3006??2013-09-07?11:58??ANN\ANN_Training.m
?????文件?????????607??2013-09-07?12:58??ANN\demo_ann.asv
?????文件?????????608??2013-09-07?12:47??ANN\demo_ann.m
?????文件????????4808??2013-09-07?12:48??ANN\error.png
?????文件??????????76??2012-03-22?08:38??ANN\s.m
?????文件????????1019??2013-09-07?09:26??ANN\set1.mat
?????文件????????1043??2013-09-07?09:27??ANN\set2.mat
?????文件?????????811??2013-09-07?11:57??ANN\test_correct_classification.m