FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection

@article{Nolan2010FASTERFA,
  title={FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection},
  author={H. Nolan and R. Whelan and R. Reilly},
  journal={Journal of Neuroscience Methods},
  year={2010},
  volume={192},
  pages={152-162}
}
Electroencephalogram (EEG) data are typically contaminated with artifacts (e.g., by eye movements). The effect of artifacts can be attenuated by deleting data with amplitudes over a certain value, for example. Independent component analysis (ICA) separates EEG data into neural activity and artifact; once identified, artifactual components can be deleted from the data. Often, artifact rejection algorithms require supervision (e.g., training using canonical artifacts). Many artifact rejection… Expand
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References

SHOWING 1-10 OF 18 REFERENCES
Automatic Removal of Artifacts from EEG Data Using ICA and Exponential Analysis
  • 20
Removing electroencephalographic artifacts by blind source separation.
  • 2,596
  • PDF
Statistical control of artifacts in dense array EEG/MEG studies.
  • 464
  • PDF
Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach.
  • 172
Computerized processing of EEG-EOG-EMG artifacts for multi-centric studies in EEG oscillations and event-related potentials.
  • D. Moretti, F. Babiloni, +5 authors C. Babiloni
  • Computer Science, Medicine
  • International journal of psychophysiology : official journal of the International Organization of Psychophysiology
  • 2003
  • 225
  • PDF
Information-based modeling of event-related brain dynamics.
  • 321
  • PDF
EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
  • 13,064
  • PDF
...
1
2
...