Hubert J. Banville

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Spinal Cord Injury

Influential Factors

Spatial Filtering

Top Venues

Hum. centric Comput. Inf. Sci.

IEEE J. Sel. Top. Signal Process.

Publications

Yohann Benchetrit, Hubert J. Banville, Jean-Remi King
Brain decoding: toward real-time reconstruction of visual perception. ICLR (2024)
Yohann Benchetrit, Hubert J. Banville, Jean-Rémi King
Brain decoding: toward real-time reconstruction of visual perception. CoRR (2023)
Alexis Thual, Yohann Benchetrit, Felix Geilert, Jérémy Rapin, Iurii Makarov, Hubert J. Banville, Jean-Rémi King
Aligning brain functions boosts the decoding of visual semantics in novel subjects. CoRR (2023)
Maurice Abou Jaoude, Aravind Ravi, Jiansheng Niu, Hubert J. Banville, Nicolas Florez Torres, Christopher Aimone
Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale. NER (2023)
Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort
A reusable benchmark of brain-age prediction from M/EEG resting-state signals. NeuroImage 262 (2022)
Hubert J. Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort
Robust learning from corrupted EEG with dynamic spatial filtering. NeuroImage 251 (2022)
Alexandre Gramfort, Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis A. Engemann
Learning with self-supervision on EEG data. BCI (2021)
Hubert J. Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort
Robust learning from corrupted EEG with dynamic spatial filtering. CoRR (2021)
Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis-Alexander Engemann, Alexandre Gramfort
Uncovering the structure of clinical EEG signals with self-supervised learning. CoRR (2020)
Hubert J. Banville, Isabela Albuquerque, Aapo Hyvärinen, Graeme Moffat, Denis-Alexander Engemann, Alexandre Gramfort
Self-supervised representation learning from electroencephalography signals. CoRR (2019)
Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert
Deep learning-based electroencephalography analysis: a systematic review. CoRR (2019)
Hubert J. Banville, Graeme Moffat, Isabela Albuquerque, Denis-Alexander Engemann, Aapo Hyvärinen, Alexandre Gramfort
Self-Supervised Representation Learning from Electroencephalography Signals. MLSP (2019)
Hubert J. Banville, Rishabh Gupta, Tiago H. Falk
Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. Comput. Intell. Neurosci. 2017 (2017)
Rishabh Gupta, Hubert J. Banville, Tiago H. Falk
Multimodal Physiological Quality-of-Experience Assessment of Text-to-Speech Systems. IEEE J. Sel. Top. Signal Process. 11 (1) (2017)
Rishabh Gupta, Khalil ur Rehman Laghari, Hubert J. Banville, Tiago H. Falk
Using affective brain-computer interfaces to characterize human influential factors for speech quality-of-experience perception modelling. Hum. centric Comput. Inf. Sci. 6 (2016)
Raymundo Cassani, Hubert J. Banville, Tiago H. Falk
MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording. IUI Companion (2015)
Rishabh Gupta, Hubert J. Banville, Tiago H. Falk
PhySyQX: A database for physiological evaluation of synthesised speech quality-of-experience. WASPAA (2015)