Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information.
Matthew SybeldonLukas SchmitMurat AkçakayaPublished in: Entropy (2017)
Keyphrases
- brain computer interface
- transfer learning
- mutual information
- transfer knowledge
- transferring knowledge
- learning tasks
- signal processing
- knowledge transfer
- eeg data
- eeg signals
- reinforcement learning
- image registration
- labeled data
- motor imagery
- active learning
- previously learned
- brain activity
- manifold alignment
- similarity measure
- collaborative filtering
- text classification
- machine learning
- domain adaptation
- brain signals
- cross domain
- semi supervised learning
- information gain
- text categorization
- feature selection
- evoked potentials
- multi task learning
- multi task
- learning algorithm
- machine learning algorithms
- neural network
- target domain
- feature extraction
- data sets
- independent component analysis
- semi supervised
- prior knowledge
- tabula rasa