Advances in the training, pruning and enforcement of shape constraints of Morphological Neural Networks using Tropical Algebra

Nikolaos Dimitriadis, Petros Maragos

In this paper we study an emerging class of neural networks based on the morphological operators of dilation and erosion. We explore these networks mathematically from a tropical g…