Transfer learning for EEG based BCI using LEARN++.NSE and mutual information.
Matthew SybeldonLukas SchmitErvin SejdicMurat AkçakayaPublished in: ICASSP (2017)
Keyphrases
- transfer learning
- mutual information
- brain computer interface
- transfer knowledge
- motor imagery
- transferring knowledge
- knowledge transfer
- learning tasks
- signal processing
- brain signals
- active learning
- reinforcement learning
- text categorization
- single trial
- healthy subjects
- eeg signals
- machine learning
- labeled data
- cross domain
- collaborative filtering
- event related potentials
- domain adaptation
- similarity measure
- information gain
- multi task learning
- previously learned
- semi supervised learning
- manifold alignment
- tabula rasa
- multi task
- text classification
- image registration
- eeg data
- target domain
- evoked potentials
- spinal cord injury
- feature selection
- event related
- multitask learning
- data distribution
- support vector machine