| Accelerating the CNN Inference on FPGAs K Abdelouahab, M Pelcat, F Berry Deep Learning in Computer Vision: Principles and Applications, 1-41, 2020 | 213* | 2020 |
| 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 | 99 | 2021 |
| 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 | 89 | 2017 |
| 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 | 32 | 2017 |
| 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 | 31* | 2017 |
| 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 | 19 | 2016 |
| 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 | 16 | 2018 |
| 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 | 14 | 2023 |
| 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 | 12 | 2020 |
| Hardware automated dataflow deployment of cnns K Abdelouahab, M Pelcat, J Sérot, C Bourrasset, JC Quinton, F Berry arXiv preprint arXiv:1705.04543, 2017 | 12 | 2017 |
| Accelerating CNN inference on FPGAs: A survey.(2018) K Abdelouahab, M Pelcat, J Serot, F Berry arXiv preprint arXiv:1806.01683, 2018 | 9 | 2018 |
| 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 | 3 | 2021 |
| Reconfigurable hardware acceleration of CNNs on FPGA-based smart cameras K Abdelouahab Université Clermont Auvergne - Institut Pascal, 2018 | 3 | 2018 |
| Hardware Automated Datafow Deployment of CNNs K Abdelouahab, M Pelcat, J Sérot, F Berry, C Bourrasset, JC Quinton Institut Pascal, Clermont Ferrand, 2017 | 3 | 2017 |
| Brain color-coded diffusion imaging: Utility of ACPC reorientation of gradients in healthy subjects and patients O Ouachikh, R Chaix, A Sontheimer, J Coste, OA Aider, A Dautkulova, ... Computer Methods and Programs in Biomedicine 257, 108449, 2024 | | 2024 |
| 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 |
Francois BERRYFull professor, Université Clermont Auvergne - CSO Sma-RTyAdresse e-mail validée de uca.fr
