Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail.
Vinay JayaramMorteza AlamgirYasemin AltunBernhard SchölkopfMoritz Grosse-WentrupPublished in: IEEE Comput. Intell. Mag. (2016)
Keyphrases
- brain computer interface
- transfer learning
- learning tasks
- signal processing
- knowledge transfer
- labeled data
- healthy subjects
- motor imagery
- cross domain
- evoked potentials
- machine learning
- active learning
- eeg signals
- domain adaptation
- transfer knowledge
- manifold alignment
- learning algorithm
- semi supervised learning
- collaborative filtering
- multi task
- brain signals
- reinforcement learning
- brain activity
- text mining
- eeg data
- target domain
- text classification
- multimodal interaction
- unlabeled data
- computer screen
- text categorization
- motor learning
- similarity measure
- image processing