I don't have any specific code. I would experiment with the following.
1. Worry about the gating later.
2. First, determine, by trial and error, subsets of effective ranges for inputs of fitnet. This will not be an easy task. It is quite possible that nonlinear input transformations (e.g., logs or powers ) may be be helpful.
3. Since fitnet defaults to mapminmax transformations of inputs and outputs before other calculations, what has to be determined is how to choose the different ranges of inputs that will be transformed to [-1,1].
4. If there are c input range categories the gating net targets should be {0,1} c-dimensional unit vectors. The transformations between the vectors and category indices are
targets = ind2vec(indices)
indices = vec2ind(targets)
Hope this helps.
Thank you for formally accepting my answer
Greg
