Distinct neural correlates of active listening and passive listening to emotional narratives

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Ruei-Jyun Hung, Po-Yu Wang, Intan Low, Yong-Sheng Chen, Li-Fen Chen

Published: 2025, Last Modified: 04 Nov 2025Cogn. Syst. Res. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Using rhythmic and spatial information for EEG-based emotion recognition.•CNN models using gamma-band features showed the best performance.•Results revealed distinct neural correlates of active and passive listening.•Active listening involves the left central-parietal and right parietal regions.•Passive listening involves the left frontocentral and right temporal regions.