Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansMusicElectroencephalographyEmotionsNeural Networks
Leveraging Graph Neural Networks to Decode Music-Induced Emotions from EEG.
Keivan Ahmadi, Maik Pfefferkorn, Sophie Sorge, Rolf Findeisen
Published: 202510.1109/EMBC58623.2025.11253382
Abstract
Decoding emotion processing from electroencephalogram (EEG) signals is challenging yet promising. We investigate the use of Graph Neural Networks (GNNs) for interpreting EEG data. Specifically, we explore the neural correlates of music perception and…
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