Open access
Aug 2026
Subject Identity Confounds qEEG Emotion Recognition on DEAP and DREAMER
Quantitative EEG features such as frontal alpha asymmetry, spectral ratios and signal-complexity measures are often presented as interpretable biomarkers of emotion. Such claims require the markers to generalize across individuals, yet common evaluation protocols allow overlapping epochs and recordings from the same pa...
Ema Pandilova, Aleksandar Stojmenski, Ivan Chorbev et al.
· Italian National Conference... · 0 citations