Datasets for EEG (In progress)

A compilation of publicly available EEG datasets. We are working on a list of datasets for EEG. This section is under development and datasets for neuroscience will be constantly updated.

  1. 1. Emotional recognition

    Name
    Tags
    link
    Ch
    Control Group
    Format
    Control
    Architecture
    accuracy
    Label
    1. EEG Brainwave Dataset: Feeling Emotions #architecture, #dataset https://www.kaggle.com/datasets/birdy654/eeg-brainwave-dataset-feeling-emotions 4 1 male, 1 female Excel positive, neutral, negative  Random Forest. 94-97% Video clip
    2. Database for Emotion Recognition System – GAMEEMO #architecture, #dataset https://www.kaggle.com/datasets/sigfest/database-for-emotion-recognition-system-gameemo/data 12 28 Excel boring, calm, horror and funny SVM, kNN и MLPNN Played to computer games (boring, calm, horror and funny)
    3. Emotions EEG | LSTM, GRU, DNN | 98.44% #architecture, #code, #dataset https://www.kaggle.com/code/tenebris97/emotions-eeg-lstm-gru-dnn-98-44/notebook Excel NEGATIVE, NEUTRAL, POSITIVE LSTM 98.44%
    4. EEG Emotion Detectionarrow_drop_up3 #architecture, #code, #dataset https://www.kaggle.com/code/michaelkarras/eeg-emotion-detection/notebook#CNN Excel NEGATIVE, NEUTRAL, POSITIVE SVM, CNN 99%
    5. DEAP
    dataset
    #dataset https://www.eecs.qmul.ac.uk/mmv/datasets/deap/index.html
    6. SEED Dataset (SJTU Emotion EEG Dataset): #dataset https://bcmi.sjtu.edu.cn/home/seed/ 23 SVM
    7. AMIGOS
    dataset
    #dataset https://www.eecs.qmul.ac.uk/mmv/datasets/amigos/download.html
    8. MAHNOB-HCI #dataset https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5975141

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