nm000267
Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG
…Shrinkage LDA Feature extraction: CSP, log-variance Frequency bands: mu=[8.0…
- Participants
- 29
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- on003555
Dataset of EEG recordings of pediatric patients with epilepsy based on the 10-20 system
EEG…markings as indeces with additional features of this event described in the…
- Participants
- 30
- nm000250
Dreyer et al. 2023 — A large EEG database with users' profile information for motor imagery brain-computer interface research
EEG…Laplacian (C3, C4 for feature extraction) - **Notes**: The raw signals were recorded…
- Participants
- 87
- on003570
EEG: Improvisation and Musical Structures
EEG…These "block types" were used to counterbalance the effect of other features…
- Participants
- 40
- on005688
visStim
EEG…Key Features: - Subjects: 20 C57BL/6 mice divided into three experimental cohorts…
- Participants
- 20
- nm000345
CastillosBurstVEP40
EEG…CNN, Convolutional Neural Network Feature extraction: EEG2Code bitwise decoding Cross-Validation ---------------- Evaluation…
- Participants
- 12
- on003029
Epilepsy-iEEG-Multicenter-Dataset
iEEG…A subset of the data has been featured in [1]. Summary ------------- iEEG…
- Participants
- 35
- nm000107
FRL Wrist Control: Wrist Movement Decoding from Surface Electromyography
EMG…MPF features + LSTM ## Key Findings - **Predictive signals**: sEMG precedes movement by tens…
- Participants
- 100
- nm000221
Alphawaves dataset
EEG…False ## Signal Processing - **Feature extraction**: ERS - **Frequency bands**: alpha=[8, 12] Hz…
- Participants
- 19
- on006012
A geometric shape regularity effect in the human brain: MEG dataset
ANAT MEG…be captured by discrete geometric features or by more advanced transformer models…
- Participants
- 21