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Lyes Khacef
Lyes Khacef
PhD, Senior Research Scientist at Sony Europe
Verified email at sony.com - Homepage
Title
Cited by
Cited by
Year
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, 637, 2020
1612020
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
472018
Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware
SF Müller-Cleve, V Fra, L Khacef, A Pequeño-Zurro, D Klepatsch, E Forno, ...
Frontiers in Neuroscience 16, 951164, 2022
322022
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
Neuromorphic Computing and Engineering 3 (4), 042001, 2023
202023
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
202019
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
192019
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning
L Khacef, L Rodriguez, B Miramond
Electronics 9 (10), 1605, 2020
162020
Improving self-organizing maps with unsupervised feature extraction
L Khacef, L Rodriguez, B Miramond
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
152020
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
J Yik, KV Berghe, D Blanken, Y Bouhadjar, M Fabre, P Hueber, D Kleyko, ...
arXiv preprint arXiv:2304.04640, 2023
14*2023
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition
MS Bouanane, D Cherifi, E Chicca, L Khacef
Frontiers in Neuroscience 17, 1244675, 2023
132023
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
132020
Neuromorphic hardware as a self-organizing computing system
L Khacef, B Girau, N Rougier, A Upegui, B Miramond
arXiv preprint arXiv:1810.12640, 2018
122018
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware
FM Quintana, F Perez-Peña, PL Galindo, EO Neftci, E Chicca, L Khacef
arXiv preprint arXiv:2301.08281, 2023
102023
Written and spoken digits database for multimodal learning
L Khacef, L Rodriguez, B Miramond
92019
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
82018
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 16, 825879, 2022
52022
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
42020
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
Exploration of brain-inspired computing with self-organizing neuromorphic architectures
L Khacef
Université Côte d'Azur, 2020
22020
Low-power event-based face detection with asynchronous neuromorphic hardware
C Caccavella, F Paredes-Vallés, M Cannici, L Khacef
arXiv preprint arXiv:2312.14261, 2023
12023
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Articles 1–20