Fractal and Regular Geometry of Deep Neural Networks

Simmaco Di Lillo, Domenico Marinucci, Michele Salvi +1

We study the geometric properties of random neural networks by investigating the boundary volumes of their excursion sets for different activation functions, as the depth increases…