Subband Cascaded CSP-Based Deep Transfer Learning for Cross-Subject Lower Limb Motor Imagery Classification.
Mingnan WeiRui YangMengjie HuangJiaying NiZidong WangXiaohui LiuPublished in: IEEE Trans. Cogn. Dev. Syst. (2024)
Keyphrases
- transfer learning
- subband
- motor imagery
- feature vectors
- filter bank
- text classification
- wavelet transform
- machine learning
- image compression
- multiresolution
- labeled data
- machine learning algorithms
- eeg signals
- cross domain
- wavelet coefficients
- bit rate
- brain computer interface
- decision trees
- unlabeled data
- support vector
- collaborative filtering
- image classification
- feature space
- feature extraction
- text categorization
- training samples
- learning algorithm
- class labels
- target domain
- eeg data
- transfer knowledge
- pattern recognition
- training data
- feature set
- text mining
- object recognition
- supervised learning
- semi supervised learning
- reinforcement learning
- multiscale
- classification accuracy
- active learning
- pattern classification
- data mining
- multi task
- feature selection
- principal component analysis
- model selection