A Computational Tropical Geometry Framework for Neural Networks

Paul Lezeau, Thomas Walker, Yueqi Cao +2

We propose a computational tropical geometry framework for the symbolic analysis of neural networks with tropical activations. The number of linear regions of a neural network has…