NN transfer function (tansig and purelin)

I have a NN with tansig transfer function for hyden and pureline for output layer. The problem is that I'm not getting the same result as Matlab output.

load net.mat % load network object called network1
r = sim(network1, P(1))

xmin = network1.inputs{1}.processSettings{2}.xmin;
xmax = network1.inputs{1}.processSettings{2}.xmax;
xrange = xmax-xmin;
ymin = network1.outputs{2}.processSettings{2}.xmin;
ymax = network1.outputs{2}.processSettings{2}.xmax;
yrange = ymax-ymin;

P2 = (P(1)-xmin) * (2/xrange) - 1;
lay1 = tansig(network1.IW{1}*P(2)+network1.b{1});
r1 = purelin(network1.LW{2}*lay1+network1.b{2});
r2 = (r1+1) * (yrange/2) + ymin

Thanks

Answer 1

[Greg Heath]

Several posters, including myself have been unable to reproduce outputs using the weights stored with the network.

Hope this helps.

Greg