EEG-Datasets

A list of all public EEG-datasets

Motor-Imagery
1. Left/Right Hand MI [http://gigadb.org/dataset/100295]: Includes 52 subjects (38 validated subjects with discriminative features), results of physiological and psychological questionnares, EMG Datasets, location of 3D EEG electrodes, and EEGs for non-task related states
2. Motor Movement/Imagery Dataset [https://www.physionet.org/physiobank/database/eegmmidb/]: Includes 109 volunteers, 64 electrodes, 2 baseline tasks (eye-open and eye-closed), motor movement, and motor imagery (both fists or both feet)
3. Grasp and Lift EEG Challenge [https://www.kaggle.com/c/grasp-and-lift-eeg-detection/data] 12 subjects, 32channels@500Hz, for 6 grasp and lift events, namely a). HandStart b). FirstDigitTouch c). BothStartLoadPhase d). LiftOff e). Replace f). BothReleased
Emotion-Recognition
1. DEAP [http://www.eecs.qmul.ac.uk/mmv/datasets/deap/] : Includes 32 subjects, each watchine 1-min long excerpts of music-videos, rated by users in terms of arousal/valence/like-dislike/dominanace/famaliarity, and frontal face recording of 22/32 subejcts.
2. Enterface'06 [http://www.enterface.net/results/] : Enterface'06 Project 07: EEG(64 Channels) + fNIRS + face video, Includes 16 subjects, where emotions were elicited through selected subset of IAPS dataset.
3. Imagined Emotion [http://headit.ucsd.edu/studies/3316f70e-35ff-11e3-a2a9-0050563f2612] : 31 subjects, subjects listen to voice recordings that suggest an emotional feeling and ask subjects to imagine an emotional scenario or to recall an experience in which they have felt that emotion before.
4. NeuroMarketing [https://drive.google.com/open?id=0B2T1rQUvyyWcSGVVaHZBZzRtTms] : 25 subjects, 14 electrodes, Like/Dislike on commercial e-commerce products over 14 categories with 3 images each. Article for the dataset: Analysis of EEG signals and its application to neuromarketing
Error-Related Potentials (ErrP)
1. BCI-NER Challenge [https://www.kaggle.com/c/inria-bci-challenge] : 26 subjects, 56 EEG Channels for a P300 Speller task, and labeled dataset for the response elicited when P300 decodes a correct or incorrect letter.
2. Monitoring ErrP in a target selection task [http://bnci-horizon-2020.eu/database/data-sets]: 6 subjects with 64 EEG electrodes, watching a cursor move towards a target square, and elicited responses are labeled based on whether the cursor moves in right or wrong direction
Resting State
1. Resting State EEG Data [https://dataverse.tdl.org/dataverse/txstatecogelectro] : 22 subjects, 72 EEG Channels for a resting task of 8 mins with 4 mins of eyes closed and 4 mins of eyes open. Article can be accessed at: https://www.frontiersin.org/articles/10.3389/fnins.2017.00425
Music and EEG
1. Music Imagery Information Retrieval [https://github.com/sstober/openmiir] : 10 subjects, 64 EEG Channels for a music imagery task of 12 different pieces w/ different meter, length and tempo. Article can be accessed at: https://pdfs.semanticscholar.org/cde4/b1ec89f2c05a41f1143792a890a00e89541a.pdf
Clinical EEG
1. TUH EEG Resources [https://www.isip.piconepress.com/projects/tuh_eeg/html/downloads.shtml] : Massive amount of data for (i) Abnormal EEG and (ii) EEG Seizures

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EEG-Datasets

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