David Hübner

Latest

• BCI-supported language rehabilitation
• Aphasia recovery by language training using a brain--computer interface: A proof-of-concept study
• Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints
• Unsupervised Learning in a BCI Chess Application Using Label Proportions and Expectation-Maximization
• Rethinking BCI paradigm and machine learning algorithm as a symbiosis: zero calibration, guaranteed convergence and high decoding performance
• Two Player Online Brain-Controlled Chess
• Eyes-Closed Increases the Usability of Brain-Computer Interfaces Based on Auditory Event-Related Potentials
• 2-D-25 BCI-based language training induces changes in ERP responses in chronic post-stroke aphasia patients
• 2-D-27 Closed-loop stimulus parameter optimization framework for event-related potential paradigms
• 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
• Challenging the assumption that auditory event-related potentials are independent and identically distributed
• 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
• 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
• A novel BCI based rehabilitation approach for aphasia rehabilitation