…included here.** The arrays are epochs, band-filtered signals, time-frequency power…
This dataset contains fMRI, polysomnography (EEG/EMG/EOG), ECG and pulse oximetry, and behavioural data from a study of Targeted Memory Reactivation (TMR) during REM sleep and its effect on emotional reactivity. Participants rated the arousal of 48 affective images paired with matching sounds, and half of the sounds were cued during overnight REM sleep. Arousal ratings and heart rate deceleration were assessed at baseline, in an MRI scanner 48 hours later, and in an online follow-up two weeks after baseline.
EEG, galvanic skin response (GSR) and electrocardiogram (ECG) recordings from healthy adult volunteers listening to 40-s synthetic music clips designed to target specific affective states defined by valence and arousal. The data were collected to calibrate an affective brain-computer music interface that induces target emotional states through real-time modification of generated music. Each session comprised 5 runs of 18 music trials, and self-reported valence and arousal ratings are included. This is the calibration dataset of three related datasets from the BCMI-MIdAS project.
…Two independent human scorers labeled each 30-second epoch into sleep stages…
A multi-modal face processing dataset combining simultaneously recorded MEG and EEG with structural MRI from 18 participants. Participants viewed famous, unfamiliar, and scrambled faces and made a symmetry judgment by button press. The data are a curated repackaging of the MEEG portion of ds000117, with reorganized event logs, Hierarchical Event Descriptor (HED) annotations, and EEGLAB-format EEG.
…112 ECoG channels, 173 epochs of 2305 samples (-1.5 s to…
…derivatives/Epoched_Data contains epoched preprocessed data for each subject for the…
EEG recordings from 8 healthy participants performing self-initiated reaching movements with either the right arm alone (unilateral) or both arms synchronously (bilateral). Data were recorded with a 64-channel wireless active-electrode system and support research on movement intention recognition for exoskeleton-supported stroke rehabilitation. This BIDS re-release was generated via MOABB from the original Zenodo deposit.
…approximately 46,080 epochs across all participants (approximately 3,839 events per…
This dataset contains simultaneous EEG and fMRI recordings from participants performing an inner speech task, in which eight words were presented in random order and repeated across trials. Data were acquired with a 3T MRI scanner and a 64-channel BrainProducts EEG system in three subjects across two sessions each. EEG data include pulse artifact removal and are organized in BIDS format.