| 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, 520438, 2020 | 154 | 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 | 51 | 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 | 30 | 2022 |
| 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 | 22 | 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 | 21 | 2019 |
| 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 | 18 | 2023 |
| Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning L Khacef, L Rodriguez, B Miramond Electronics 9 (10), 1605, 2020 | 18 | 2020 |
| Improving self-organizing maps with unsupervised feature extraction L Khacef, L Rodriguez, B Miramond Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 17 | 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 | 14 | 2018 |
| 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 | 13 | 2020 |
| Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ... arXiv preprint arXiv:2304.04640, 2023 | 12 | 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 | 11 | 2023 |
| Written and spoken digits database for multimodal learning L Khacef, L Rodriguez, B Miramond | 11 | 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 | 10 | 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 | 6 | 2023 |
| 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 | 6 | 2020 |
| 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 | 5 | 2022 |
| 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 | 5 | 2019 |
| Method and System for multimodal classification based on brain-inspired unsupervised learning L Khacef, B Miramond, L Rodriguez US Patent App. 17/798,578, 2023 | 3 | 2023 |
| Distributed cellular computing system and method for neural-based self-organizing maps B Miramond, L Rodriguez, L Khacef US Patent App. 17/413,342, 2022 | 3* | 2022 |
Benoît MiramondFull professor, Université Côte d'Azur, LEATVerified email at univ-cotedazur.fr
