MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. - Raymundo Cassani; Hubert J. Banville; Tiago H. Falk (IUI Companion, 2015)

PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience. - Rishabh Gupta; Hubert J. Banville; Tiago H. Falk (WASPAA, 2015)

Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling. - Rishabh Gupta; Khalil ur Rehman Laghari; Hubert J. Banville; Tiago H. Falk (Hum. centric Comput. Inf. Sci., 2016)

Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. - Hubert J. Banville; Rishabh Gupta; Tiago H. Falk (Comput. Intell. Neurosci., 2017)

Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems. - Rishabh Gupta; Hubert J. Banville; Tiago H. Falk (IEEE J. Sel. Top. Signal Process., 2017)

Self-Supervised Representation Learning from Electroencephalography Signals. - Hubert J. Banville; Graeme Moffat; Isabela Albuquerque; Denis-Alexander Engemann; Aapo Hyvärinen; Alexandre Gramfort (MLSP, 2019)

Deep learning-based electroencephalography analysis: a systematic review. - Yannick Roy; Hubert J. Banville; Isabela Albuquerque; Alexandre Gramfort; Tiago H. Falk; Jocelyn Faubert (CoRR, 2019)

Uncovering the structure of clinical EEG signals with self-supervised learning. - Hubert J. Banville; Omar Chehab; Aapo Hyvärinen; Denis-Alexander Engemann; Alexandre Gramfort (CoRR, 2020)

Learning with self-supervision on EEG data. - Alexandre Gramfort; Hubert J. Banville; Omar Chehab; Aapo Hyvärinen; Denis A. Engemann (BCI, 2021)

Robust learning from corrupted EEG with dynamic spatial filtering. - Hubert J. Banville; Sean U. N. Wood; Chris Aimone; Denis-Alexander Engemann; Alexandre Gramfort (NeuroImage, 2022)

A reusable benchmark of brain-age prediction from M/EEG resting-state signals. - Denis A. Engemann; Apolline Mellot; Richard Höchenberger; Hubert J. Banville; David Sabbagh; Lukas Gemein; Tonio Ball; Alexandre Gramfort (NeuroImage, 2022)

Enabling real-world EEG applications with deep learning. (Apprentissage profond pour la mise en application de l'EEG en conditions réelles). - Hubert J. Banville (2022)

Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale. - Maurice Abou Jaoude; Aravind Ravi; Jiansheng Niu; Hubert J. Banville; Nicolas Florez Torres; Christopher Aimone (NER, 2023)

Aligning brain functions boosts the decoding of visual semantics in novel subjects. - Alexis Thual; Yohann Benchetrit; Felix Geilert; Jérémy Rapin; Iurii Makarov; Hubert J. Banville; Jean-Rémi King (CoRR, 2023)

Brain decoding: toward real-time reconstruction of visual perception. - Yohann Benchetrit; Hubert J. Banville; Jean-Remi King (ICLR, 2024)

Decoding individual words from non-invasive brain recordings across 723 participants. - Stéphane d'Ascoli; Corentin Bel; Jérémy Rapin; Hubert J. Banville; Yohann Benchetrit; Christophe Pallier; Jean-Rémi King (CoRR, 2024)

Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment. - Alexis Thual; Yohann Benchetrit; Felix Geilert; Jérémy Rapin; Iurii Makarov; Stanislas Dehaene; Bertrand Thirion; Hubert J. Banville; Jean-Remi King (Trans. Mach. Learn. Res., 2025)

Scaling laws for decoding images from brain activity. - Hubert J. Banville; Yohann Benchetrit; Stéphane d'Ascoli; Jérémy Rapin; Jean-Rémi King (CoRR, 2025)

Brain-to-Text Decoding: A Non-invasive Approach via Typing. - Jarod Lévy; Mingfang Zhang 006; Svetlana Pinet; Jérémy Rapin; Hubert J. Banville; Stéphane d'Ascoli; Jean-Rémi King (CoRR, 2025)

TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction. - Stéphane d'Ascoli; Jérémy Rapin; Yohann Benchetrit; Hubert J. Banville; Jean-Rémi King (CoRR, 2025)