BNCI 2022-001 EEG Correlates of Difficulty Level dataset
…analyzed=[2.0, 28.0] Hz; theta=[4.0, 8.0] Hz…
- Participants
- 13
- Channels
- 64 (10-10)
- Citations
- 24
- HED
- v8.4.0
- Size
- 9.42 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
…analyzed=[2.0, 28.0] Hz; theta=[4.0, 8.0] Hz…
…delta (1–4 Hz), theta (4–8 Hz), alpha (8–12 Hz…
EEG, pupillometry, and behavioral data from 28 healthy adults performing an auditory fear conditioning paradigm with voice stimuli. Participants localized voices (left or right) across Pre-Conditioning, Conditioning, and Extinction phases, with conditioned voices paired with an aversive loud white noise using 50% partial reinforcement. The dataset supports research on emotional learning and auditory threat processing.
…2025, closed-loop theta stimulation) comes from the same laboratory; it is…
A 60-channel EEG dataset with EOG and EMG recordings from 22 healthy participants performing sit-to-stand and stand-to-sit transitions under motor execution and motor imagery conditions. Each participant completed two sessions, with about 20 trials per transition class. It is described as the first public EEG dataset to explicitly target postural transitions, and supports research on neural activation patterns and brain-computer interfaces for lower-limb movement. This BIDS release was reformatted from the original Zenodo deposit using MOABB.
…middle frontal, precentral, postcentral, supramarginal, superior temporal and middle temporal), from the…
MULTI-CLARID is a combined fMRI/EEG dataset acquired during an auditory category learning task and resting state. It includes 63-channel EEG with ECG, EOG, facial EMG and skin conductance, plus respiration and finger-pulse recordings, and T1-weighted and UTE anatomical MR scans. Five participants' datasets containing the multi-dimensional category learning experiment are currently shared.
A BIDS-formatted dataset of high-density surface EMG (HDsEMG) recordings from the right tibialis anterior of six healthy male participants. Four 64-channel grids (256 electrodes) recorded trapezoidal isometric dorsiflexion contractions at 30% and 50% of maximal voluntary contraction, together with force signals. The dataset supports studies of electrode grid design and motor unit identification.
…subtraction (SGEYESUB algorithm), removal of frontal (AF) row channels, high-pass filter…
EEG dataset investigating the sense of agency over movements produced by electrical muscle stimulation (electrically-actuated movements). It examines the illusion of agency when involuntary, externally actuated movements are experienced, and provides raw EEG recordings organized in BIDS format.