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Kamel ABDELOUAHAB
Kamel ABDELOUAHAB
Sma-RTy
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Ano
Accelerating the CNN Inference on FPGAs
K Abdelouahab, M Pelcat, F Berry
Deep Learning in Computer Vision: Principles and Applications, 1-41, 2020
197*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
842017
When deep learning meets digital image correlation
S Boukhtache, K Abdelouahab, F Berry, B Blaysat, M Grediac, F Sur
Optics and Lasers in Engineering 136, 106308, 2021
632021
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, ...
INSA Rennes; Univ Rennes; IETR; Institut Pascal, 2017
282017
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
27*2017
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
152018
Hardware automated dataflow deployment of cnns
K Abdelouahab, M Pelcat, J Sérot, C Bourrasset, JC Quinton, F Berry
arXiv preprint arXiv:1705.04543, 2017
142017
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
142016
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 77, 103177, 2020
112020
Accelerating CNN inference on FPGAs: A survey.(2018)
K Abdelouahab, M Pelcat, J Serot, F Berry
arXiv preprint arXiv:1806.01683, 2018
92018
A lightweight convolutional neural network as an alternative to DIC to measure in-plane displacement fields
S Boukhtache, K Abdelouahab, A Bahou, F Berry, B Blaysat, M Grédiac, ...
Optics and lasers in engineering 161, 107367, 2023
62023
Reconfigurable hardware acceleration of CNNs on FPGA-based smart cameras
K Abdelouahab
Université Clermont Auvergne - Institut Pascal, 2018
32018
Risk-Taking Behaviors of Adult Bedridden Patients in Neurosurgery: What Could/Should We Do?
JJ Lemaire, R Chaix, A Sontheimer, J Coste, MA Cousseau, C Dubois, ...
Frontiers in Medicine 8, 676538, 2021
12021
1 Accelerating the CNN
K Abdelouahab, M Pelcat, F Berry
Deep Learning in Computer Vision: Principles and Applications, 1, 2020
2020
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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