Hubert Banville
Hubert Banville
Meta AI
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Cited by
Cited by
Deep learning-based electroencephalography analysis: A systematic review
Y Roy, H Banville, I Albuquerque, A Gramfort, J Faubert
Journal of Neural Engineering, 2019
Uncovering the structure of clinical EEG signals with self-supervised learning
H Banville, O Chehab, A Hyvärinen, DA Engemann, A Gramfort
Journal of Neural Engineering 18 (4), 046020, 2021
Self-supervised representation learning from electroencephalography signals
H Banville, I Albuquerque, A Hyvärinen, G Moffat, DA Engemann, ...
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
Recent advances and open challenges in hybrid brain-computer interfacing: a technological review of non-invasive human research
H Banville, TH Falk
Brain-Computer Interfaces 3 (1), 9-46, 2016
Wearable computing device with electrophysiological sensors
CA Aimone, ST Mackenzie, GD Moffat, H Banville, NH Proulx
US Patent 10,452,144, 2019
A reusable benchmark of brain-age prediction from M/EEG resting-state signals
DA Engemann, A Mellot, R Höchenberger, H Banville, D Sabbagh, ...
NeuroImage 262, 119521, 2022
MuLES: An open source EEG acquisition and streaming server for quick and simple prototyping and recording
R Cassani, H Banville, TH Falk
Proceedings of the 20th International Conference on Intelligent User …, 2015
Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces
H Banville, R Gupta, TH Falk
Computational Intelligence and Neuroscience 2017, 2017
Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling
R Gupta, K Laghari, H Banville, TH Falk
Human-centric Computing and Information Sciences 6, 1-19, 2016
Robust learning from corrupted EEG with dynamic spatial filtering
H Banville, SUN Wood, C Aimone, DA Engemann, A Gramfort
NeuroImage, 118994, 2022
PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience
R Gupta, HJ Banville, TH Falk
2015 IEEE workshop on applications of signal processing to audio and …, 2015
Multimodal physiological quality-of-experience assessment of text-to-speech systems
R Gupta, HJ Banville, TH Falk
IEEE Journal of Selected Topics in Signal Processing 11 (1), 22-36, 2016
Brain decoding: toward real-time reconstruction of visual perception
Y Benchetrit, H Banville, JR King
arXiv preprint arXiv:2310.19812, 2023
Learning with self-supervision on EEG data
A Gramfort, H Banville, O Chehab, A Hyvärinen, D Engemann
2021 9th International Winter Conference on Brain-Computer Interface (BCI), 1-2, 2021
Toward Mental Workload Measurement Using Multimodal EEG–fNIRS Monitoring
H Banville, M Parent, S Tremblay, TH Falk
Neuroergonomics, 245-246, 2018
Hybrid Brain-Computer Interfaces: Improving Mental Task Classification Performance through Fusion of Neurophysiological Modalities.
HJ Banville
Université du Québec, Institut national de la recherche scientifique, 2015
Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale
M Abou Jaoude, A Ravi, J Niu, H Banville, NF Torres, C Aimone
2023 11th International IEEE/EMBS Conference on Neural Engineering (NER), 1-4, 2023
Wearable computing apparatus with movement sensors and methods therefor
GD Moffat, CA Aimone, HJ BANVILLE, NH Proulx
US Patent App. 16/959,833, 2020
Using fNIRS to Characterize Human Influential Factors: Towards Models of Quality of Experience Perception for Text-to-Speech Systems
R Gupta, HJ Banville, I Albuquerque, TH Falk
cortex 403, 309-312, 2000
Wearable computing device with electrophysiological sensors
CA Aimone, ST Mackenzie, GD Moffat, HJ BANVILLE, NH Proulx
US Patent App. 18/489,417, 2024
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