Hardware-oriented Approximation of Convolutional Neural Networks

Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi

High computational complexity hinders the widespread usage of Convolutional Neural Networks (CNNs), especially in mobile devices. Hardware accelerators are arguably the most promis…