Thibault Verhoeven

Latest

• Rethinking BCI paradigm and machine learning algorithm as a symbiosis: zero calibration, guaranteed convergence and high decoding performance
• Unsupervised Learning for Brain-Computer Interfaces Based on Event-Related Potentials: Review and Online Comparison [Research Frontier]
• Unsupervised learning for brain–computer interfaces based on event-related potentials
• Improving zero-training brain-computer interfaces by mixing model estimators
• Improving learning from label proportions by reducing the feature dimensionality
• Learning from Label Proportions in BCI -- a Symbiotic Design for Stimulus Preservation and Signal Decoding
• Learning from label proportions in brain-computer interfaces: online unsupervised learning with guarantees
• Mixing two unsupervised estimators for event-related potential decoding: An online evaluation