278 citations · 378 across the 2 of their papers we have counts for
2 papers
cs.CV2016★ 100 cited
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks
Philipp Gysel
Convolutional neural networks (CNN) have achieved major breakthroughs in recent years. Their performance in computer vision have matched and in some areas even surpassed human capa…
cs.CV2016★ 278 cited
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…