Methodological variability is a challenge in the EEG field at various levels. This video provides a view of these challenges in four major areas along with solutions.

The EEG field is rife with methodological variability, inadequate method reporting and limitations of experimental design that pose an enormous challenge for reproducibility and progress in the field...

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https://sapienlabs.org/challenges-of-methodological-variability-in-eeg