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What is EEG Artifact Correction Impact on Decoding about?

This study evaluates the effects of artifact correction and rejection on the performance of SVM- and LDA-based decoding of EEG signals. The findings indicate that while artifact correction is crucial for minimizing confounds that could inflate decoding accuracy, the combination of artifact correction and rejection does not significantly enhance decoding performance in most cases. Recommendations are provided for researchers to optimize decoding performance and avoid incorrect conclusions when analyzing EEG

Author

heric

Language

EN