Hybrid CNN-transformer architecture for enhanced EEG-based emotion recognition: capturing local and global dependencies with self-attention mechanisms.

Kasthuri Devarajan|Ponnan Suresh|Sundresan Perumal


Anthology ID:DBLP:journals/ir/DevarajanSP25
Year:2025
Venue:Discover Computing
Pages:87
URL:https://doi.org/10.1007/S10791-025-09596-0
DOI:https://doi.org/10.1007/S10791-025-09596-0
DBLP:journals/ir/DevarajanSP25
BibTeX:
@article{devarajan-2025-hybrid, author = {Kasthuri Devarajan and Ponnan Suresh and Sundresan Perumal}, title = {{Hybrid CNN-transformer architecture for enhanced EEG-based emotion recognition: capturing local and global dependencies with self-attention mechanisms}}, journal = {Discover Computing}, volume = {28}, number = {1}, pages = {87}, year = {2025}, url = {https://doi.org/10.1007/S10791-025-09596-0}, doi = {https://doi.org/10.1007/S10791-025-09596-0} }