%X11=cert4_4 output for main AUs (11 numbers)
% channels for 1 2 4 5 9 10 12 14 15 17 20
%X8=cert4_4 output for Additional AUs 3 (8 numbers)
% channels for 6 7 18 23 24 25 26 28

load Wemo_cert4_4
% X11*W11 = 1x8 matrix
% X8*W8 = 1x8 matrix
% threshold = 1x8 matrix
% add each column up
u=(X11*W11)+(X8*W8)+threshold;
u=exp(u);
emotion=u/sum(u);

%emotion channels are Anger Contempt Disgust Fear Happy Sad Surprise
%Neutral

