Closed-Form Inversion of Backpropagation Networks: Theory and Optimization Issues

We describe a closed-form technique for mapping the output of a trained backpropagation network int.o input activity space. The mapping is an verse in mapping in the sense that, when the image of the mapping in input activity space is propagat.ed