56 citations · 56 across the 1 of their papers we have counts for
2 papers
cs.DC2018
Accelerating CNN inference on FPGAs: A Survey
Kamel Abdelouahab, Maxime Pelcat, Jocelyn Serot +1
Convolutional Neural Networks (CNNs) are currently adopted to solve an ever greater number of problems, ranging from speech recognition to image classification and segmentation. Th…
cs.DC2017★ 56 cited
Tactics to Directly Map CNN graphs on Embedded FPGAs
Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot +3
Deep Convolutional Neural Networks (CNNs) are the state-of-the-art in image classification. Since CNN feed forward propagation involves highly regular parallel computation, it bene…