FACE（精细粒度情感计算大规模脑电图数据集）是一个面向情感计算的大规模精细粒度脑电图（EEG）数据集，专注于捕捉情绪状态的细微变化。该数据集包含123名参与者在观看28段情绪诱发视频时产生的9种不同情绪类别的EEG数据。通过视频观看的情绪诱发任务确保参与者能深度体验每种情绪。

xianweichengxiang

FACED_Dataset
│
├── Dataset_description.md
│   └── Content of the dataset
│
├── Task_event.xlsx
│   └── Event information during the experiment
│
├── Electrodes_Location.xlsx
│   └── Details of electrode locations
│
├── Stimuli_info.csv
│   └── Details of the video clips
│
├── DataStructureOfBehaviouralData.xlsx
│   └── Structure of the behavioural data
│
├── Processed_Data
│   ├── subXXX/Data.xlsx
│   │   └── Self-reporting ratings and the performance of the inter-block arithmetic task
│   ├── Processed_EEG_Data
│   │   ├── subXXX/EEG_features/EEG_Data_3D_matrix.pkl
│   │   │   └── 3-dimensional matrix of VideoNum*TrialNum*EEGNum
│   │   ├── subXXX/EEG_Features/DE/EEG_Subjects.pkl
│   │   │   └── 4-dimensional matrix of VideoNum*TrialNum*EEGNum*FreqBand
│   │   ├── subXXX/EEG_Features/PSD/EEG_Subjects.pkl
│   │   │   └── PSD feature 4-dimensional matrix of VideoNum*TrialNum*EEGNum*FreqBand
│
└── README.md
    └── Usage notes for data and codes

@article{chen2023large,
  title={A large finer-grained affective computing EEG dataset},
  author={Chen, Jingjing and Wang, Xiaobin and Huang, Chen and Hu, Xin and Shen, Xinke and Zhang, Dan},
  journal={Scientific Data},
  volume={10},
  number={1},
  pages={740},
  year={2023},
  publisher={Nature Publishing Group UK London}
}

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发布日期： 2023