Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces.
Aya KhalafErvin SejdicMurat AkçakayaPublished in: NER (2019)
Keyphrases
- brain computer interface
- transfer learning
- mutual information
- learning tasks
- motor imagery
- knowledge transfer
- brain signals
- signal processing
- labeled data
- reinforcement learning
- healthy subjects
- machine learning
- eeg signals
- image registration
- similarity measure
- evoked potentials
- eeg data
- active learning
- machine learning algorithms
- feature selection
- brain activity
- text categorization
- cross domain
- manifold alignment
- information gain
- multi task
- semi supervised learning
- text classification
- event related potentials
- transfer knowledge
- domain adaptation
- collaborative filtering
- cross domain learning
- transferring knowledge
- neural network
- target domain
- unlabeled data
- prior knowledge
- text mining
- data sets
- spinal cord injury