Accelerating the CNN Inference on FPGAs K Abdelouahab, M Pelcat, F Berry Deep Learning in Computer Vision: Principles and Applications, 1-41, 2020 | 143* | 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 | 72 | 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 | 20 | 2017 |

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 | 18 | 2021 |

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 | 16* | 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 | 11 | 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 | 10 | 2018 |

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 | 9 | 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 | 9 | 2017 |

Accelerating CNN inference on FPGAs: A survey.(2018) K Abdelouahab, M Pelcat, J Serot, F Berry arXiv preprint arXiv:1806.01683, 2018 | 8 | 2018 |

Reconfigurable hardware acceleration of CNNs on FPGA-based smart cameras K Abdelouahab Université Clermont Auvergne - Institut Pascal, 2018 | 1 | 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, 2021 | | 2021 |

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 |