The Role of Depth, Width, and Activation Complexity in the Number of Linear Regions of Neural Networks.

Alexis Goujon Arian Etemadi Michael Unser

Published in: CoRR (2022)

Keyphrases

neural network
computational complexity
small number
worst case
memory requirements
space complexity
three dimensional
image sequences
input image
depth map
finite number
maximum number