Managing Covariate Shift in EEG/MEG-based BCI

Date:

In this talk, I have covered the topics given as follows:

  • EEG/MEG-based BCI
  • Non-Stationarity in EEG/MEG signals; specially covariate shift
  • Covariate shift detection and adaptation
  • Covariate shift adaptation in BCI-based Neuro-rehabilitation
  • Deep learning for covariate shift adaptation using Generative models