Fekhr Eddine Keddous

According to our database, Fekhr Eddine Keddous authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Vision transformers inference acceleration based on adaptive layer normalization.

Fekhr Eddine Keddous, Arcadi Llanza, Nadiya Shvai, Amir Nakib

Neurocomputing, 2024

2023

Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.

Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Metaheuristic based framework for Deep Neural Networks compression via DeepCABAC Arithmetic Coding and Fractional Filter.

Fekhr Eddine Keddous, Amir Nakib

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Inference Acceleration of Deep Learning Classifiers Based on RNN.

Fekhr Eddine Keddous, Nadiya Shvai, Arcadi Llanza, Amir Nakib

Proceedings of the IEEE International Conference on Image Processing, 2023

Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.

Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022

Inference acceleration and optimization in deep neural networks for computer vision. (Accélération et optimisation de l'inférence dans les réseaux de neurones profonds pour la vision par ordinateur).

Fekhr Eddine Keddous

PhD thesis, 2022

FFCNN: Fast FPGA based Acceleration for Convolution neural network inference.

Fekhr Eddine Keddous, H.-N. Nguyen, Amir Nakib

CoRR, 2022

Optimal CNN-Hopfield Network for Pattern Recognition Based on a Genetic Algorithm.

Fekhr Eddine Keddous, Amir Nakib

Algorithms, 2022

2021

Characters Recognition based on CNN-RNN architecture and Metaheuristic.

Fekhr Eddine Keddous, H.-N. Nguyen, Amir Nakib

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

FPGA acceleration in EVOLVE's Converged Cloud-HPC Infrastructure.

Konstantina Koliogeorgi, Fekhr Eddine Keddous, Dimosthenis Masouros, Antony Chazapis, Michelle Aubrun, Sotirios Xydis, Angelos Bilas, Romain Hugues, Jean-Thomas Acquaviva, Huy-Nam Nguyen, Dimitrios Soudris

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021