Hi, I am Omar Maghawry Ibrahim. I am a professor of crop science at SRTA
City, Egypt. I developed a new method to compute relative importance of
inputs in neural networks. I wrote  a code in visual basic for this method
and I published it in a paper in 2013. It produces more accurate results
than Olden and Garson methods especially when inputs have negative
correlation with the output. I hope that this method to be included in R in
the near future.
kindly find the attached paper.
Best regards,
Omar
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