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

@article{Breuer2014ACI,
  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},
  year={2014},
  volume={61},
  pages={405-414}
}
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

Citations

Publications citing this paper.
Showing 1-9 of 9 extracted citations

Real-Time Cardiac Artifact Removal from EEG Using a Hybrid Approach

2018 International Conference BIOMDLORE • 2018
View 4 Excerpts
Highly Influenced

References

Publications referenced by this paper.
Showing 1-10 of 45 references

rtMEG: A Real-Time Software Interface for Magnetoencephalography

Comp. Int. and Neurosc. • 2011
View 5 Excerpts
Highly Influenced

A New Constrained Independent Component Analysis Method

IEEE Transactions on Neural Networks • 2007
View 4 Excerpts
Highly Influenced

Similar Papers

Loading similar papers…