A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals.
Nadia MammoneCosimo IeracitanoRossella SpataroChristoph GugerWoosang ChoFrancesco Carlo MorabitoPublished in: Int. J. Neural Syst. (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- shot change detection
- eeg signals
- labeled data
- key frames
- machine learning
- semi supervised learning
- transfer knowledge
- image sequences
- reinforcement learning
- control signals
- cross domain
- active learning
- text classification
- multi task
- multi task learning
- learning algorithm
- text categorization
- signal processing
- collaborative filtering
- visual features
- domain adaptation
- eeg data
- text mining
- manifold alignment
- video data
- unlabeled data
- target domain
- brain computer interface
- semi supervised
- decision trees