Lyes Khacef
Lyes Khacef
Université Côte d'Azur, CNRS, LEAT, France
Verified email at univ-cotedazur.fr - Homepage
Title
Cited by
Cited by
Year
Confronting machine-learning with neuroscience for neuromorphic architectures design
L Khacef, N Abderrahmane, B Miramond
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
202018
Neuromorphic hardware as a self-organizing computing system
L Khacef, B Girau, N Rougier, A Upegui, B Miramond
arXiv preprint arXiv:1810.12640, 2018
112018
Sensor fusion using EMG and vision for hand gesture classification in mobile applications
E Ceolini, G Taverni, L Khacef, M Payvand, E Donati
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019
72019
Self-organizing neurons: toward brain-inspired unsupervised learning
L Khacef, B Miramond, D Barrientos, A Upegui
2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019
72019
A distributed cellular approach of large scale SOM models for hardware implementation
L Rodriguez, L Khacef, B Miramond
2018 IEEE International Conference on Image Processing, Applications and …, 2018
72018
Hand-gesture recognition based on EMG and event-based camera sensor fusion: A benchmark in neuromorphic computing
E Ceolini, C Frenkel, SB Shrestha, G Taverni, L Khacef, M Payvand, ...
Frontiers in Neuroscience 14, 2020
62020
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning
L Khacef, L Rodriguez, B Miramond
Electronics 9 (10), 1605, 2020
42020
GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning
L Khacef, V Gripon, B Miramond
International Conference on Neural Information Processing, 404-416, 2020
32020
Improving Self-Organizing Maps with Unsupervised Feature Extraction
L Khacef, L Rodriguez, B Miramond
International Conference on Neural Information Processing, 474-486, 2020
32020
Estimation of Small Antenna Performance Using a Machine Learning Approach
J Roqui, L Santamaria, L Khacef, A Pegatoquet, L Lizzi
2020 IEEE International Symposium on Antennas and Propagation and North …, 2020
32020
Written and spoken digits database for multimodal learning
L Khacef, L Rodriguez, B Miramond
32019
Specialized visual sensor coupled to a dynamic neural field for embedded attentional process
M Rasamuel, L Khacef, L Rodriguez, B Miramond
2019 IEEE Sensors Applications Symposium (SAS), 1-6, 2019
22019
Exploration of brain-inspired computing with self-organizing neuromorphic architectures
L Khacef
Université Côte d'Azur, 2020
2020
Exploration du calcul bio-inspiré avec des architectures neuromorphiques auto-organisées
L Khacef
Université Côte d'Azur, 2020
2020
Live Demonstration: Sensor fusion using EMG and vision for hand gesture classification in mobile applications
E Ceolini, G Taverni, L Khacef, M Payvand, E Donati
2019
L'intelligence artificielle s' inspire de l'humain... et vice versa
L Khacef, S Zerimech, A Russo, PA Prado, C Mascart
Nice matin, 35, 2018
2018
Neuromorphic Architectures, a comparison between machine-learning and neurosciences approaches for FPGA and ASIC implementation
L Khacef
stage Master 2 Estel Université de Nice-Sophia Antipolis, 2017
2017
Implémentation matérielle des réseaux de neurones artificiels: des Neurosciences au Machine Learning
L Khacef, B Miramond
Conférence d’informatique en Parallélisme, Architecture et Système (COMPAS), 1, 2017
2017
Réseaux de Neurones Artificiels pour l’Optimisation de la Consommation dans les Réseaux de Capteurs Sans Fil
L Khacef, A Russo, B Miramond, F Verdier
XIIème Colloque du GDR SoC-SiP, 1-2, 2017
2017
L’ordinateur le plus puissant du monde
L Khacef
2017
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Articles 1–20