Identifying relevant EEG channels for subject-independent emotion recognition using attention network layers
These results emphasize the importance of capturing relevant electrical activity from these EEG channels, thereby facilitating the prediction of emotions evoked by audiovisual stimuli in subject-independent approaches.
Authors
- Camilo E. Valderrama (ORCID: https://orcid.org/0000-0001-5333-8265)
- Anshul Sheoran
Institutions
- University of Calgary (CA)
- The University of Winnipeg (CA)
Publication Details
- Journal
- Frontiers in Psychiatry
- Published
- 2025-02-10
- DOI
- https://doi.org/10.3389/fpsyt.2025.1494369
- Citations
- 15
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 21.47
Funders
- Natural Sciences and Engineering Research Council of Canada