Suivre
Khaled Ben Khalifa
Khaled Ben Khalifa
Research Assistant Professor at the High Institute of Applied Sciences and Technology of Sousse
Adresse e-mail validée de issatso.rnu.tn
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Année
A survey and taxonomy of FPGA-based deep learning accelerators
AG Blaiech, KB Khalifa, C Valderrama, MAC Fernandes, MH Bedoui
Journal of Systems Architecture 98, 331-345, 2019
712019
Innovative deep learning models for EEG-based vigilance detection
S Khessiba, AG Blaiech, K Ben Khalifa, A Ben Abdallah, MH Bedoui
Neural Computing and Applications 33 (12), 6921-6937, 2021
422021
Parallel FPGA implementation of self-organizing maps
K Ben Khalifa, B Girau, F Alexandre, MH Bedoui
Microelectronics, 2004. ICM 2004 Proceedings. The 16th International …, 2004
30*2004
Alertness states classification by SOM and LVQ neural networks
K Ben Khalifa, MH Bedoui, M Dogui, F Alexandre
International Journal of Information Technology 1 (4), 228-231, 2004
252004
A portable device for alertness detection
K Ben Khalifa, MH Bedoui, R Raytchev, M Dogui
Microtechnologies in Medicine and Biology, 1st Annual International …, 2000
25*2000
A scalable and adaptable hardware NoC-based self organizing map
M Abadi, S Jovanovic, KB Khalifa, S Weber, MH Bedoui
Microprocessors and Microsystems 57, 1-14, 2018
232018
Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices
M Boubaker, M Akil, K Ben Khalifa, T Grandpierre, MH Bedoui
Neural Computing and Applications 19 (2), 283-297, 2010
192010
CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features
I Assali, AG Blaiech, AB Abdallah, KB Khalifa, M Carrère, MH Bedoui
Biomedical Signal Processing and Control 82, 104519, 2023
162023
Analyse et classification des états de vigilance par réseaux de neurones
K Ben Khalifa, MH Bedoui, L Bougrain, R Raychev, M Dogui, F Alexandre
INRIA, 2003
152003
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems
AG Blaiech, K Ben Khalifa, M Boubaker, MH Bedoui
Neural Computing and Applications 29, 509-528, 2018
142018
On-line arithmetic based reprogrammable hardware implementation of LVQ neural network for alertness classification
M Boubaker, K Ben Khalifa, B Girau, M Dogui, MH Bedoui
International Journal of Computer Science and Network Security 8 (3), 260-266, 2008
142008
A novel hardware systolic architecture of a self-organizing map neural network
K Ben Khalifa, AG Blaiech, MH Bedoui
Computational intelligence and neuroscience 2019, 2019
132019
A Scalable Flexible SOM NoC-Based Hardware Architecture
M Abadi, S Jovanovic, K Ben Khalifa, S Weber, MH Bedoui
Advances in Self-Organizing Maps and Learning Vector Quantization, 165-175, 2016
132016
Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification
AG Blaiech, K Ben Khalifa, M Boubaker, MH Bedoui
2010 10th International Conference on Intelligent Systems Design and …, 2010
132010
A hardware configurable self-organizing map for real-time color quantization
M Abadi, S Jovanovic, KB Khalifa, S Weber, MH Bedoui
2016 IEEE International Conference on Electronics, Circuits and Systems …, 2016
112016
Artificial Neural Networks to extract knowledge from EEG
F Alexandre, N Kerkeni, K Ben Khalifa, MH Bedoui
The IASTED International Conference on Biomedical Engineering-BioMED2005 …, 2005
102005
Automatic detection of drowsiness in EEG records based on machine learning approaches
A Abidi, K Ben Khalifa, R Ben Cheikh, CA Valderrama Sakuyama, ...
Neural Processing Letters 54 (6), 5225-5249, 2022
92022
A massively parallel implementation of a modular self-organizing map on FPGAs
KB Khalifa, MH Bedoui
Journal of Circuits, Systems and Computers 28 (03), 1950054, 2019
62019
Learning vector quantization neural network implementation using parallel and serial arithmetic
K Ben Khalifa, M Boubaker, N Chelbi, MH Bedoui
International Journal of Computer Sciences and Engineering Systems 2 (4 …, 2008
62008
A multi-application, scalable and adaptable hardware SOM architecture
M Abadi, S Jovanovic, KB Khalifa, S Weber, MH Bedoui
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
52019
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