Validation of Sleep Staging with Forehead EEG Patch
…Validation of spectral sleep scoring with polysomnography using forehead EEG device. Frontiers…
- Participants
- 19
- Channels
- 3 (other)
- Citations
- 7
- Size
- 9.36 GB
- Version
- v1.0.0
- Updated
- Jun 29, 2026
…Validation of spectral sleep scoring with polysomnography using forehead EEG device. Frontiers…
This dataset contains functional near-infrared spectroscopy (fNIRS) recordings collected during a word-color Stroop task using a sparse fNIRS montage. It accompanies a study comparing high-density, multi-distance fNIRS with sparse configurations for detecting task-related brain activity. The data are organized in BIDS format and are mirrored on NEMAR from OpenNeuro.
A BIDS example dataset demonstrating annotation of intracranial EEG (iEEG) recordings with the HED schema library for SCORE (Standardized Computer-based Organized Reporting of EEG). It contains iEEG data from one subject recorded during clinical photic stimulation at Mayo Clinic. Events are annotated through an events.tsv column whose levels are defined as HED tags in the events.json sidecar, yielding machine-readable annotations validated with the BIDS and HED validators.
…Follow the competition code for evaluation windows, target clipping and scoring. ## Read…
This dataset contains high-density, multi-distance functional near-infrared spectroscopy (fNIRS) recordings collected while participants performed a word-color Stroop task. It was designed to compare high-density with sparse fNIRS measurement configurations for detecting task-related brain activity. The data are organized in BIDS format.
…From the resulting three scorings, a **consensus label** was derived: each epoch…
[, an unsupervised, calibrationless classification approach for ERP-based brain-computer interfaces. Two stimulus sequences with different target/non-target ratios allowed LLP to reconstruct mean target and non-target responses without labeled data. In the original online study, 84.5% of characters were spelled correctly on average without prior calibration.
…instance to align the manual scoring with the cEEGrid recordings, some post…
Raw electrophysiological recordings from a color change detection task, a visual working memory paradigm. The dataset is organized in BIDS format and is available through OpenNeuro and NEMAR. The README provides little detail on the participants or the acquisition, so the description is limited to what the dataset name and metadata state.