Hubert Banville
- Brain decoding: toward real-time reconstruction of visual perception
2023/10/18 by Yohann Benchetrit, Hubert Banville, Benchetrit, Yohann +3 · 3 voices · 18 citations
Engineering · Neuroscience · #CCD and CMOS Imaging Sensors #Functional Brain Connectivity Studies #Neural dynamics and brain function #cs.AI #cs.LG #eess.IV #q-bio.NC
- Uncovering the structure of clinical EEG signals with self-supervised\n learning
2020/07/31 by Hubert Banville, Banville, Hubert, Omar Chehab +7 · 12 citations
Computer Science · Neuroscience · #Blind Source Separation Techniques #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM) #Signal Processing (eess.SP) #electronic engineering #information engineering
- TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
2025/07/29 by Stéphane d'Ascoli, Jérémy Rapin, d'Ascoli, Stéphane +7 · 5 voices · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Brain-to-Text Decoding: A Non-invasive Approach via Typing
2025/02/18 by Jarod Lévy, Lévy, Jarod, Mingfang Zhang +11 · 1 voice · 8 citations
#eess.SP #cs.AI #cs.CL #cs.HC
- Scaling laws for decoding images from brain activity
2025/01/25 by Hubert Banville, Banville, Hubert, Yohann Benchetrit +5 · 7 citations
Computer Science · #Neural Networks and Applications
- Self-supervised representation learning from electroencephalography\n signals
2019/11/13 by Hubert Banville, Banville, Hubert, Isabela Albuquerque +9 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Chemical Sensor Technologies #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Decoding individual words from non-invasive brain recordings across 723 participants
2024/12/11 by Stéphane d’Ascoli, Corentin Bel, d'Ascoli, Stéphane +11 · 5 citations
Psychology · #Deception detection and forensic psychology
- Aligning brain functions boosts the decoding of visual semantics in novel subjects
2023/12/11 by Alexis Thual, Thual, Alexis, Yohann Benchetrit +11 · 1 citation
Computer Science · Medicine · Neuroscience · #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering