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Lyes Khacef
Tytuł
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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, 637, 2020
822020
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
422018
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
182019
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
142019
Neuromorphic hardware as a self-organizing computing system
L Khacef, B Girau, N Rougier, A Upegui, B Miramond
arXiv preprint arXiv:1810.12640, 2018
142018
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning
L Khacef, L Rodriguez, B Miramond
Electronics 9 (10), 1605, 2020
122020
GPU-based self-organizing maps for post-labeled few-shot unsupervised learning
L Khacef, V Gripon, B Miramond
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
102020
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
102018
Improving self-organizing maps with unsupervised feature extraction
L Khacef, L Rodriguez, B Miramond
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
92020
Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware
SF Muller-Cleve, V Fra, L Khacef, A Pequeno-Zurro, D Klepatsch, E Forno, ...
arXiv preprint arXiv:2205.15864, 2022
72022
Written and spoken digits database for multimodal learning
L Khacef, L Rodriguez, B Miramond
72019
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
62020
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
42019
Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits
L Khacef, P Klein, M Cartiglia, A Rubino, G Indiveri, E Chicca
arXiv preprint arXiv:2209.15536, 2022
32022
A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models
AR Muliukov, L Rodriguez, B Miramond, L Khacef, J Schmidt, Q Berthet, ...
Frontiers in Neuroscience, 125, 2022
32022
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition
MS Bouanane, D Cherifi, E Chicca, L Khacef
arXiv preprint arXiv:2211.07761, 2022
22022
Exploration of brain-inspired computing with self-organizing neuromorphic architectures
L Khacef
Université Côte d'Azur, 2020
22020
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons
M Nilsson, TJ Pina, L Khacef, F Liwicki, E Chicca, F Sandin
arXiv preprint arXiv:2301.09962, 2023
2023
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware
FM Quintana, F Perez-Peña, PL Galindo, EO Netfci, E Chicca, L Khacef
arXiv preprint arXiv:2301.08281, 2023
2023
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition
M Sadek Bouanane, D Cherifi, E Chicca, L Khacef
arXiv e-prints, arXiv: 2211.07761, 2022
2022
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