Complexity of Linear Regions in Deep Networks.

Boris Hanin David Rolnick

Published in: CoRR (2019)

Keyphrases

linear complexity
network size
computational complexity
input image
vapnik chervonenkis dimension
network analysis
space complexity
decision problems
region of interest
linear systems
image structure
piecewise constant
linear constraints
real time
memory requirements
network structure
social networks