How do I obtain generalized weights of the parameters while modeling with ANN?

While developing ANN model to predict Y from 7 independent variables, I want to calculate the generalized weight of the each independent variable with response (plz see the attached fig). I know how to do in in R, but I need to execute this in Matlab. I appreciate your help and feedback.

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What do you mean by a generalized weight?
...The fraction of average target variance that can be attributed to each variable?
I think that requires a backward search.

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2014년 9월 15일

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