Kamel ABDELOUAHAB
Kamel ABDELOUAHAB
Sma-RTy
Adresse e-mail validée de uca.fr
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Accelerating the CNN Inference on FPGAs
K Abdelouahab, M Pelcat, F Berry
Deep Learning in Computer Vision: Principles and Applications, 1-41, 2020
45*2020
Tactics to Directly Map CNN graphs on Embedded FPGAs
K Abdelouahab, M Pelcat, J Sérot, C Bourrasset, F Berry
IEEE Embedded Systems Letters 9 (4), 113-116, 2017
322017
A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA
K Abdelouahab, C Bourrasset, M Pelcat, F Berry, JC Quinton, J Sérot
Proceedings of the 10th International Conference on Distributed Smart Camera …, 2016
62016
The Challenge of Multi-Operand Adders in CNNs on FPGAs: How not to solve it!
K Abdelouahab, F Berry, M Pelcat
Proceedings of the 18th International Conference on Embedded Computer …, 2018
52018
Study of the impact of standard image compression techniques on performance of image classification with a convolutional neural network
M Dejean-Servières, K Desnos, K Abdelouahab, W Hamidouche, L Morin, ...
52017
Hardware Automated Dataflow Deployment of CNNs
K Abdelouahab, M Pelcat, J Sérot, C Bourrasset, JC Quinton, F Berry
arXiv preprint arXiv:1705.04543, 2017
42017
PhD Forum: Why TanH can be a Hardware Friendly Activation Function for CNNs
K Abdelouahab, M Pelcat, F Berry
Proceedings of the 11th International Conference on Distributed Smart …, 2017
2*2017
On Building a CNN-based Multi-view Smart Camera for Real-time Object Detection
J Bonnard, K Abdelouahab, M Pelcat, F Berry
Microprocessors and Microsystems, 103177, 2020
2020
Reconfigurable hardware acceleration of CNNs on FPGA-based smart cameras
K Abdelouahab
Université Clermont Auvergne - Institut Pascal, 2018
2018
Direct Hardware Mapping of CNNs on FPGA-Based Smart Cameras
K Abdelouahab, F Berry, M Pelcat, J Sérot, JC Quinton
Workshop on Architecture of Smart Cameras - WASC '17, 2017
2017
PhD Forum: Propagation of Quantification Error Over Convolutional Neural Network layers
K Abdelouahab, F Berry, M Pelcat
Proceedings of the 10th International Conference on Distributed Smart Camera …, 2016
2016
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