Easy—ensemble augmented-shot-y-shaped learning: State-of-the-art few-shot classification with simple components Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon Journal of Imaging 8 (7), 179, 2022 | 79 | 2022 |
A survey on the use of haptic feedback for brain-computer interfaces and neurofeedback M Fleury, G Lioi, C Barillot, A Lécuyer Frontiers in neuroscience 14, 528, 2020 | 67 | 2020 |
A multi-target motor imagery training using bimodal EEG-fMRI neurofeedback: a pilot study in chronic stroke patients G Lioi, S Butet, M Fleury, E Bannier, A Lécuyer, I Bonan, C Barillot Frontiers in human neuroscience 14, 37, 2020 | 67 | 2020 |
Simultaneous EEG-fMRI during a neurofeedback task, a brain imaging dataset for multimodal data integration G Lioi, C Cury, L Perronnet, M Mano, E Bannier, A Lécuyer, C Barillot Scientific data 7 (1), 173, 2020 | 38* | 2020 |
Centering inclusivity in the design of online conferences—An OHBM–Open Science perspective E Levitis, CDG Van Praag, R Gau, S Heunis, E DuPre, G Kiar, ... GigaScience 10 (8), giab051, 2021 | 28 | 2021 |
Gradients of connectivity as graph Fourier bases of brain activity G Lioi, V Gripon, A Brahim, F Rousseau, N Farrugia Network Neuroscience 5 (2), 322-336, 2021 | 25 | 2021 |
Few-shot decoding of brain activation maps M Bontonou, G Lioi, N Farrugia, V Gripon 2021 29th European Signal Processing Conference (EUSIPCO), 1326-1330, 2021 | 19* | 2021 |
Learning 2-in-1: towards integrated EEG-fMRI-neurofeedback L Perronnet, A Lecuyer, M Mano, M Fleury, G Lioi, C Cury, M Clerc, ... biorxiv, 1-30, 2020 | 19 | 2020 |
Directional connectivity in the EEG is able to discriminate wakefulness from NREM sleep G Lioi, SL Bell, DC Smith, DM Simpson Physiological Measurement 38 (9), 1802, 2017 | 14 | 2017 |
The impact of Neurofeedback on effective connectivity networks in chronic stroke patients: an exploratory study G Lioi, A Veliz, J Coloigner, Q Duché, S Butet, M Fleury, ... Journal of neural engineering 18 (5), 056052, 2021 | 13 | 2021 |
Measuring depth of anaesthesia using changes in directional connectivity: a comparison with auditory middle latency response and estimated bispectral index during propofol … G Lioi, SL Bell, DC Smith, DM Simpson Anaesthesia 74 (3), 321-332, 2019 | 13 | 2019 |
Bimodal EEG-fMRI neurofeedback for stroke rehabilitation: a case report G Lioi, M Fleury, S Butet, A Lécuyer, C Barillot, I Bonan Annals of Physical and Rehabilitation Medicine 61, e482-e483, 2018 | 10 | 2018 |
Beta and theta oscillations correlate with subjective time during musical improvisation in ecological and controlled settings: a single subject study N Farrugia, A Lamouroux, C Rocher, J Bouvet, G Lioi Frontiers in Neuroscience 15, 626723, 2021 | 8 | 2021 |
Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding Y El Ouahidi, H Tessier, G Lioi, N Farrugia, B Pasdeloup, V Gripon 2022 30th European Signal Processing Conference (EUSIPCO), 937-941, 2022 | 6 | 2022 |
A Strong and Simple Deep Learning Baseline for BCI Motor Imagery decoding Y El Ouahidi, V Gripon, B Pasdeloup, G Bouallegue, N Farrugia, G Lioi IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024 | 4* | 2024 |
Spatial graph signal interpolation with an application for merging bci datasets with various dimensionalities Y El Ouahidi, L Drumetz, G Lioi, N Farrugia, B Pasdeloup, V Gripon ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 4 | 2023 |
A statistical model for predicting generalization in few-shot classification Y Bendou, V Gripon, B Pasdeloup, G Lioi, L Mauch, S Uhlich, F Cardinaux, ... 2023 31st European Signal Processing Conference (EUSIPCO), 1260-1264, 2023 | 3 | 2023 |
Changes in functional brain connectivity in the transition from wakefulness to sleep in different EEG bands G Lioi, SL Bell, DM Simpson XIV Mediterranean Conference on Medical and Biological Engineering and …, 2016 | 3 | 2016 |
Le manchot, la banane et la bibliothèque...(de la désambiguïsation d'une tâche de classification avec un exemple) Y Bendou, L Drumetz, V Gripon, G Lioi, B Pasdeloup GRETSI 2022: 28ème colloque du Groupement de Recherche en Traitement du …, 2022 | 2 | 2022 |
Impact of 1d and 2d visualisation on eeg-fmri neurofeedback training during a motor imagery task C Cury, G Lioi, L Perronnet, A Lécuyer, P Maurel, C Barillot 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1018-1021, 2020 | 2 | 2020 |