An Analytical Approach to Compute the Exact Preimage of Feed-Forward Neural Networks

Théo Nancy, Vassili Maillet, Johann Barbier

Neural networks are a convenient way to automatically fit functions that are too complex to be described by hand. The downside of this approach is that it leads to build a black-bo…