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 | 166 | 2020 |
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 | 47 | 2018 |
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 | 34 | 2022 |
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 | 23 | 2023 |
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 | 20 | 2019 |
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 | 19 | 2019 |
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning L Khacef, L Rodriguez, B Miramond Electronics 9 (10), 1605, 2020 | 16 | 2020 |
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 | 15* | 2023 |
Improving self-organizing maps with unsupervised feature extraction L Khacef, L Rodriguez, B Miramond Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 15 | 2020 |
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 | 14 | 2023 |
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 | 14 | 2020 |
Neuromorphic hardware as a self-organizing computing system L Khacef, B Girau, N Rougier, A Upegui, B Miramond arXiv preprint arXiv:1810.12640, 2018 | 12 | 2018 |
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 | 10 | 2023 |
Written and spoken digits database for multimodal learning L Khacef, L Rodriguez, B Miramond | 10 | 2019 |
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 | 8 | 2018 |
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 | 6 | 2022 |
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 | 5 | 2020 |
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 | 4 | 2019 |
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 | 2 | 2023 |
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons M Nilsson, TJ Pina, L Khacef, F Liwicki, E Chicca, F Sandin 2023 International Joint Conference on Neural Networks (IJCNN), 1-7, 2023 | 2 | 2023 |