Khaled Ben Khalifa

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Topics

Vector Quantization

Hardware Architecture

Parallel Implementation

Top Venues

Neural Comput. Appl.

J. Circuits Syst. Comput.

Neural Process. Lett.

Publications

Aymen Zayed, Nidhameddine Belhadj, Khaled Ben Khalifa, Mohamed Hedi Bedoui, Carlos Valderrama
Efficient Generalized Electroencephalography-Based Drowsiness Detection Approach with Minimal Electrodes. Sensors 24 (13) (2024)
Marwa Gam, Mohamed Boubaker, Khaled Ben Khalifa, Mohamed Hedi Bedoui
A Parallel Reconfigurable Architecture for Scalable LVQ Neural Networks. Neural Process. Lett. 55 (3) (2023)
Aymen Zayed, Khaled Ben Khalifa, Nidhameddine Belhadj, Mohamed Hedi Bedoui, Carlos Alberto Valderrama Sakuyama
Discrete Wavelet Transform Coefficients for Drowsiness Detection from EEG Signals. DTTIS (2023)
Ines Assali, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Khaled Ben Khalifa, Marcel Carrère, Mohamed Hédi Bedoui
CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features. Biomed. Signal Process. Control. 82 (2023)
Afef Abidi, Khaled Ben Khalifa, Ridha Ben Cheikh, Carlos Valderrama Sakuyama, Mohamed Hedi Bedoui
Automatic Detection of Drowsiness in EEG Records Based on Machine Learning Approaches. Neural Process. Lett. 54 (6) (2022)
Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. ICCCI (CCIS Volume) (2022)
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Correction to: Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 34 (1) (2022)
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 33 (12) (2021)
Amir Bouden, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. AIME (2021)
Slavisa Jovanovic, Hassan Rabah, Serge Weber, Khaled Ben Khalifa, Mohamed Hédi Bedoui
Scalable, dynamic and growing hardware self-organizing architecture for real-time vector quantization. ICECS (2020)
Khaled Ben Khalifa, Ahmed Ghazi Blaiech, Mehdi Abadi, Mohamed Hedi Bedoui
New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization. J. Circuits Syst. Comput. 29 (1) (2020)
Khaled Ben Khalifa, Mohamed Hédi Bedoui
A Massively Parallel Implementation of a Modular Self-Organizing Map on FPGAs. J. Circuits Syst. Comput. 28 (3) (2019)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators. J. Syst. Archit. 98 (2019)
Khaled Ben Khalifa, Ahmed Ghazi Blaiech, Mohamed Hédi Bedoui
A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network. Comput. Intell. Neurosci. 2019 (2019)
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui
A Multi-Application, Scalable and Adaptable Hardware SOM Architecture. IJCNN (2019)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Hedi Bedoui
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems. Neural Comput. Appl. 29 (2) (2018)
Khaled Ben Khalifa, Mohamed Hedi Bedoui
A Systolic Hardware Architecture of Self-Organizing Map. IPAS (2018)
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui
A scalable and adaptable hardware NoC-based self organizing map. Microprocess. Microsystems 57 (2018)
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui
A Scalable Flexible SOM NoC-Based Hardware Architecture. WSOM (2016)
Mehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hedi Bedoui
A hardware configurable self-organizing map for real-time color quantization. ICECS (2016)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Akil, Mohamed Hedi Bedoui
Integration of Optimization Approach Based on Multiple Wordlength Operation Grouping in the AAA Methodology for Real-Time Systems: LVQ Implementation. Int. J. Embed. Real Time Commun. Syst. 5 (1) (2014)
Mohamed Boubaker, Mohamed Akil, Khaled Ben Khalifa, Thierry Grandpierre, Mohamed Bedoui Hedi
Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices. Neural Comput. Appl. 19 (2) (2010)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Bedoui Hedi
Hedi: Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification. ISDA (2010)
Najoua Chalbi, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Bedoui Hedi
Implementation of a novel LVQ neural network architecture on FPGA. Int. J. Artif. Intell. Soft Comput. 2 (3) (2010)
Frédéric Alexandre, Nizar Kerkeni, Khaled Ben Khalifa, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui
Supervised neuronal approaches for EEG signal classification: Experimental studies. Artificial Intelligence and Soft Computing (2006)
Bernard Girau, Khaled Ben Khalifa
FPGA-Targeted Neural Architecture for Embedded Alertness Detection. Artificial Intelligence and Applications (2006)