A Constrained ICA Approach for Real-Time Cardiac Artifact Rejection in Magnetoencephalography

  title={A Constrained ICA Approach for Real-Time Cardiac Artifact Rejection in Magnetoencephalography},
  author={Lukas Breuer and J{\"u}rgen Dammers and Timothy P. L. Roberts and Nadim Joni Shah},
  journal={IEEE Transactions on Biomedical Engineering},
Recently, magnetoencephalography (MEG)-based real-time brain computing interfaces (BCI) have been developed to enable novel and promising methods of neuroscience research and therapy. Artifact rejection prior to source localization largely enhances the localization accuracy. However, many BCI approaches neglect real-time artifact removal due to its time consuming processing. With cardiac artifact rejection for real-time analysis (CARTA), we introduce a novel algorithm capable of real-time… CONTINUE READING


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