Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction

Daniel Haider, Martin Ehler, Peter Balazs

The paper uses a frame-theoretic setting to study the injectivity of a ReLU-layer on the closed ball of ${\mathbb{R}}^n$ and its non-negative part. In particular, the interplay betwe…