Across 4800 EEG deep learning trainings, a minimal filtering pipeline without artifact handling achieved the best average balanced accuracy, while raw data ranked last.
EEG based emotion recognition: A tutorial and review,
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The more, the better? Evaluating the role of EEG preprocessing for deep learning applications
Across 4800 EEG deep learning trainings, a minimal filtering pipeline without artifact handling achieved the best average balanced accuracy, while raw data ranked last.