Parallel Algorithms for Exact Enumeration of Deep Neural Network Activation Regions

Sabrina Drammis, Bowen Zheng, Karthik Srinivasan +3

A feedforward neural network using rectified linear units constructs a mapping from inputs to outputs by partitioning its input space into a set of convex regions where points with…