YANNs: Y-wise Affine Neural Networks for Exact and Efficient Representations of Piecewise Linear Functions

Austin Braniff, Yuhe Tian

This work formally introduces Y-wise Affine Neural Networks (YANNs), a fully-explainable network architecture that continuously and efficiently represent piecewise affine functions…