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eess.SP2025★ 1 cited
Teager-Kaiser Energy Methods For EEG Feature Extraction In Biomedical Applications
Ioanna Chourdaki, Kleanthis Avramidis, Christos Garoufis +2
Electroencephalography (EEG) signals are inherently non-linear, non-stationary, and vulnerable to noise sources, making the extraction of discriminative features a long-standing ch…
eess.SP2020★ 21 cited
Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis +1
Emotion Recognition from EEG signals has long been researched as it can assist numerous medical and rehabilitative applications. However, their complex and noisy structure has prov…