no code implementations • 16 Dec 2018 • Mohammad Motamedi, Felix Portillo, Daniel Fong, Soheil Ghiasi
Many Internet-of-Things (IoT) applications demand fast and accurate understanding of a few key events in their surrounding environment.
no code implementations • 21 Jul 2017 • Oleksiy Budilovsky, Golnaz Alipour, Andre Knoesen, Lisa Brown, Soheil Ghiasi
Consequently, a subset of such patients is asked to undergo standard pulmonary function tests, such as cardiopulmonary exercise tests (CPET) or stair climbs, to have their pulmonary function evaluated.
1 code implementation • 22 Nov 2016 • Mohammad Motamedi, Daniel Fong, Soheil Ghiasi
Convolutional Neural Networks (CNNs) exhibit remarkable performance in various machine learning tasks.
1 code implementation • 11 Apr 2016 • Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
One of the most important steps in accelerator development is hardware-oriented model approximation.
1 code implementation • 23 Nov 2015 • Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi
Many mobile applications running on smartphones and wearable devices would potentially benefit from the accuracy and scalability of deep CNN-based machine learning algorithms.