EEG-Based Multi-Level Mental State Classification Using Partial Directed Coherence and Graph Convolutional Networks: Impact of Binaural Beats on Stress Mitigation
This study addresses limitations in EEG-based stress detection research by developing a novel approach to differentiate multiple mental states in different stress baseline population samples. Utilizing EEG signals, graph convolutional neural networks (GCNs), and binaural beats stimulation (BBs), the...
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| Other Authors: | , , , , , , |
| Format: | article |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://hdl.handle.net/11073/26084 |
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