Emotion Recognition Model of EEG Signals Based on Double Attention Mechanism
This demonstrates that the DACB model achieves high accuracy in emotion classification tasks, demonstrating outstanding performance and generalization ability and providing new directions for future research in EEG signal recognition.
Authors
- Qi Dong (ORCID: https://orcid.org/0000-0001-6587-8074)
- Shanwen Zhang (ORCID: https://orcid.org/0000-0001-7527-4880)
- Yuyao Yang
- Zhentao Huang (ORCID: https://orcid.org/0000-0003-4141-320X)
- Liangliang Hu (ORCID: https://orcid.org/0009-0001-3130-5064)
- Rongrong Wang (ORCID: https://orcid.org/0000-0003-1484-7037)
- Yahong Ma (ORCID: https://orcid.org/0000-0002-4294-0186)
Institutions
- Chongqing University of Posts and Telecommunications (CN)
- Zhengzhou University (CN)
- Chongqing University of Education (CN)
- Xijing University (CN)
Publication Details
- Journal
- Brain Sciences
- Published
- 2024-12-21
- DOI
- https://doi.org/10.3390/brainsci14121289
- Citations
- 8
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 2.74
Funders
- National Natural Science Foundation of China