Integrating Functional Connectivity and Domain Adaptation for Generalizable EEG Emotion Recognition

• Published in: Bulletin of Scientific Research pp. 22 - 30
• Main Authors: R, Kishore Kanna, N, Kripa, Archibald E.D. Danquah-Amoah
• Format: Journal Article
• Language: English
• Published: 03.05.2025

Recognizing emotions using EEG signals is difficult because EEG data is not stationary, has a low signal-to-noise ratio, and varies a lot between subjects. We present a new hybrid framework called CDA-GAF (Cross-Domain Adaptive Graph Attention Fusion) in this work. It combines the strengths of Graph...