Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology.
Xiaying WangLan MeiVictor Javier KartschAndrea CossettiniLuca BeniniPublished in: CoRR (2023)
Keyphrases
- transfer learning
- activity recognition
- knowledge transfer
- learning tasks
- eeg signals
- cross domain
- active learning
- collaborative filtering
- labeled data
- reinforcement learning
- brain computer interface
- machine learning
- transfer knowledge
- event related
- brain activity
- brain signals
- multi task
- learning algorithm
- event related potentials
- semi supervised learning
- domain adaptation
- multi task learning
- manifold alignment
- machine learning algorithms
- text classification
- target domain
- input device
- human computer interaction
- eeg data
- unlabeled data
- similarity measure
- data analysis
- artificial intelligence
- high dimensional
- text mining
- databases
- gesture recognition
- dimensionality reduction