Ahmed Ghazi BLAIECH

Publications

Article dans une revue (10)

Novel Model of Medical CT Image Segmentation Based on GANs with Residual Neural Networks Amir Bouden,Ahmed Ghazi Blaiech,Asma Ben Abdallah,Mourad Saïd,Mohamed Hédi Bedoui International Journal of Imaging Systems and Technology, In press, ⟨10.1002/ima.70049⟩ Article dans une revue hal-04985186v1
CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features Ines Assali,Ahmed Ghazi Blaiech,Asma Ben Abdallah,Khaled Ben Khalifa,Marcel Carrèreet al. Biomedical Signal Processing and Control, 2023, 82, pp.104519. ⟨10.1016/j.bspc.2022.104519⟩ Article dans une revue hal-04977404v1
An innovative medical image synthesis based on dual GAN deep neural networks for improved segmentation quality Ahmed Beji,Ahmed Ghazi Blaiech,Mourad Said,Asma Ben Abdallah,Mohamed Hédi Bedoui Applied Intelligence, 2022, 53 (3), pp.3381-3397. ⟨10.1007/s10489-022-03682-2⟩ Article dans une revue hal-04977461v1
Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients Ines Assali,Ines Jlassi,Mouna Aissi,Ahmed Ghazi Blaiech,Marcel Carrèreet al. Biomedical Signal Processing and Control, 2021, 68, pp.102725. ⟨10.1016/j.bspc.2021.102725⟩ Article dans une revue hal-03553050v1
Innovative deep learning models for EEG-based vigilance detection Souhir Khessiba,Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Asma Ben Abdallah,Mohamed Hédi Bedoui Neural Computing and Applications, 2020, 33 (12), pp.6921-6937. ⟨10.1007/s00521-020-05467-5⟩ Article dans une revue hal-04977904v1
A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network Khaled Ben Khalifa,Ahmed Ghazi Blaiech,Mohamed Hédi Bedoui Computational Intelligence and Neuroscience, 2019, 2019, pp.1-14. ⟨10.1155/2019/8212867⟩ Article dans une revue hal-04978000v1
New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization Khaled Ben Khalifa,Ahmed Ghazi Blaiech,Mehdi Abadi,Mohamed Hedi Bedoui Journal of Circuits, Systems, and Computers, 2019, 29 (01), pp.2050002. ⟨10.1142/S0218126620500024⟩ Article dans une revue hal-04978005v1
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Carlos Valderrama,Marcelo A.C. Fernandes,Mohamed Hedi Bedoui Journal of Systems Architecture, 2019, 98, pp.331-345. ⟨10.1016/j.sysarc.2019.01.007⟩ Article dans une revue hal-04978022v1
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Mohamed Boubaker,Mohamed Hedi Bedoui Neural Computing and Applications, 2016, 29 (2), pp.509-528. ⟨10.1007/s00521-016-2465-7⟩ Article dans une revue hal-04978037v1
Integration of Optimization Approach Based on Multiple Wordlength Operation Grouping in the AAA Methodology for Real-Time Systems Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Mohamed Boubaker,Mohamed Akil,Mohamed Hedi Bedoui International Journal of Embedded and Real-Time Communication Systems, 2014, 5 (1), pp.37-60. ⟨10.4018/ijertcs.2014010103⟩ Article dans une revue hal-04978104v1

Communication dans un congrès (7)

A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization Souhir Khessiba,Ahmed Ghazi Blaiech,Asma Ben Abdallah,Antoine Manzanera,Khaled Ben Khalifaet al. 21th International ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2024, Oct 2024, Sousse, Tunisia Communication dans un congrès hal-04879432v1
Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model Souhir Khessiba,Ahmed Ghazi Blaiech,Asma Ben Abdallah,Rim Grassa,Antoine Manzaneraet al. International Workshop on Multimedia Signal Processing (IEEE MMSP 2023), Sep 2023, Poitiers, France Communication dans un congrès hal-04336153v1
A Deep Pair Siamese CNN for Multi-Class Classification of Alzheimer Disease. Hmidi Alaeddine,Ahmed Ghazi Blaiech,Malek Jihene 2023 International Conference on Cyberworlds (CW), Oct 2023, Sousse, France. pp.345-349, ⟨10.1109/CW58918.2023.00061⟩ Communication dans un congrès hal-04976599v1
A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images Amir Bouden,Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Asma Ben Abdallah,Mohamed Hédi Bedoui Artificial Intelligence in Medicine, Jun 2021, Portugal, Portugal. pp.378-383, ⟨10.1007/978-3-030-77211-6_44⟩ Communication dans un congrès hal-04975665v1
A Novel Deep Learning Model for Knee Cartilage 3D Segmentation Safa Mathlouthi,Ahmed Ghazi Blaiech,Mourad Said,Asma Ben Abdallah,Mohamed Hedi Bedoui 2021 IEEE/ACS 18th International Conference on Computer Systems and Applications (AICCSA), Nov 2021, Tangier, France. pp.1-7, ⟨10.1109/AICCSA53542.2021.9686896⟩ Communication dans un congrès hal-04977833v1
Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network Ahmed Ghazi Blaiech,Asma Mansour,Asma Kerkeni,Mohamed Hédi Bedoui,Asma Ben Abdallah 9t th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, Jul 2019, Madrid, Spain. pp.260-272, ⟨10.1007/978-3-030-31321-0_23⟩ Communication dans un congrès hal-04978331v1
Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification Ahmed Ghazi Blaiech,Khaled Ben Khalifa,Mohamed Boubaker,Mohamed Hedi Bedoui 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA), Nov 2010, Cairo, France. pp.610-614, ⟨10.1109/ISDA.2010.5687196⟩ Communication dans un congrès hal-04978121v1

Chapitre d'ouvrage (1)

Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection Souhir Khessiba,Ahmed Ghazi Blaiech,Antoine Manzanera,Khaled Ben Khalifa,Asma Ben Abdallahet al. Advances in Computational Collective Intelligence, 1653, Springer International Publishing, pp.200-210, 2022, Communications in Computer and Information Science, ⟨10.1007/978-3-031-16210-7_16⟩ Chapitre d'ouvrage hal-03835830v1