Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization

no code implementations • 9 Feb 2017 • Dongrui Wu, Vernon J. Lawhern, W. David Hairston, Brent J. Lance

wAR makes use of labeled data from the previous headset and handles class-imbalance, and active learning selects the most informative samples from the new headset to label.

Active Learning Brain Computer Interface +4