Giulia Lioi
Giulia Lioi
IMT Atlantique, Lab-STICC, UMR CNRS 6285, F-29238, France
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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
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
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, 524967, 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
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
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
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
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
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
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
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
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
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
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
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
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
A Strong and Simple Deep Learning Baseline for BCI MI Decoding
YE Ouahidi, V Gripon, B Pasdeloup, G Bouallegue, N Farrugia, G Lioi
arXiv preprint arXiv:2309.07159, 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
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
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
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