CCMTL

Convolutional Channel Modulator for Transformer and LSTM Networks in EEG-based Emotion Recognition

Data Download and set up environments

• Download SEED
• set seed_path in run.sh file to its respective path and run the following command.

bash run.sh

• in the above shell file, optional modulator argument activates the modulator

Citation

If this code is helpful for your research, please cite us at:

@article{kang2025CCMTL,
  title={Convolutional Channel Modulator for Transformer and LSTM Networks in EEG-based Emotion Recognition},
  author={Kang, Hyunwook and Choi, Jin Woo and Kim, Byung Hyung},
  journal={Biomedical Engineering Letters},
  volume={15},
  pages={749-761}
  year={2025}
}

Contact

For any questions, please email at hyunwook.kang@inha.edu