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PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition

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  1. Install the virtual environment, recommended conda.

  2. After obtaining the authorised data, resave data by processing the SEED4_pretrain.py. check both raw data path and resaved data path.

  3. Run the main file.

@article{jin2024pgcn,
  title={PGCN: Pyramidal graph convolutional network for EEG emotion recognition},
  author={Jin, Ming and Du, Changde and He, Huiguang and Cai, Ting and Li, Jinpeng},
  journal={IEEE Transactions on Multimedia},
  year={2024},
  publisher={IEEE}
}

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