Empowering EEG motor imagery classification with deep transfer learning approach.
Awanish Kumar MishraIndresh Kumar GuptaSwati SrivastavaSultan AlfarhoodMejdl S. SafranPublished in: Expert Syst. J. Knowl. Eng. (2024)
Keyphrases
- motor imagery
- transfer learning
- eeg signals
- brain computer interface
- eeg data
- learning tasks
- text classification
- labeled data
- machine learning
- knowledge transfer
- multi task
- machine learning algorithms
- cross domain
- semi supervised learning
- active learning
- feature space
- transfer knowledge
- learning algorithm
- signal processing
- collaborative filtering
- supervised learning
- blind source separation
- transferring knowledge
- healthy subjects
- data sets
- cross domain learning
- independent component analysis
- text categorization
- unlabeled data
- classification accuracy
- feature vectors
- pairwise
- reinforcement learning
- feature extraction
- computer vision