If you have c classes, the target columns should be columns of the c-dimension unit matrix eye(c).
[ I N ] = size(input) % [ 16 140 ]
[ c N ] = size(target) % [c 140 ]
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Hope this helps.
Thank you for formally accepting my answer
Greg
