Transfer Learning Based on Regularized Common Spatial Patterns Using Cosine Similarities of Spatial Filters for Motor-Imagery BCI.
Yilu XuQingguo WeiHua ZhangRonghua HuJizhong LiuJing HuaFumin GuoPublished in: J. Circuits Syst. Comput. (2019)
Keyphrases
- transfer learning
- motor imagery
- spatial filters
- brain computer interface
- single trial
- online training
- knowledge transfer
- active learning
- reinforcement learning
- labeled data
- eeg signals
- machine learning
- similarity measure
- filter bank
- collaborative filtering
- cross domain
- spinal cord injury
- target domain
- learning algorithm
- multi task
- signal processing
- machine learning algorithms
- text categorization
- text classification
- healthy subjects
- transfer knowledge
- feature vectors
- non stationary
- semi supervised learning
- blind source separation
- text mining
- supervised learning
- prior knowledge
- computer vision