Feed-Forward Neural Networks as a Mixed-Integer Program

Navid Aftabi, Nima Moradi, Fatemeh Mahroo

Deep neural networks (DNNs) are widely studied in various applications. A DNN consists of layers of neurons that compute affine combinations, apply nonlinear operations, and produc…