EEGDash/ds004902

A Resting-state EEG Dataset for Sleep Deprivation

Dataset ID: ds004902

Xiang2023

At a glance: EEG · Resting State resting state · healthy · 71 subjects · 218 recordings · CC0

Load this dataset

This repo is a pointer. The raw EEG data lives at its canonical source (OpenNeuro / NEMAR); EEGDash streams it on demand and returns a PyTorch / braindecode dataset.

# pip install eegdash
from eegdash import EEGDashDataset

ds = EEGDashDataset(dataset="ds004902", cache_dir="./cache")
print(len(ds), "recordings")

If the dataset has been mirrored to the HF Hub in braindecode's Zarr layout, you can also pull it directly:

from braindecode.datasets import BaseConcatDataset
ds = BaseConcatDataset.pull_from_hub("EEGDash/ds004902")

Dataset metadata

Subjects	71
Age range	17–23 yrs, mean 20.0
Recordings	218
Tasks (count)	2
Sessions	2
Channels	61 (×218)
Sampling rate (Hz)	500 (×215), 5000 (×3)
Total duration (h)	18.1
Size on disk	8.3 GB
Recording type	EEG
Experimental modality	Resting State
Paradigm type	Resting state
Population	Healthy
BIDS version	1.8.0
Source	openneuro
License	CC0
NEMAR citations	3

Tasks

• eyesclosed
• eyesopen

Upstream README

Verbatim from the dataset's authors — the canonical description.

General information

The dataset provides resting-state EEG data (eyes open,partially eyes closed) from 71 participants who underwent two experiments involving normal sleep (NS---session1) and sleep deprivation(SD---session2) .The dataset also provides information on participants' sleepiness and mood states. （Please note here Session 1 (NS) and Session 2 (SD) is not the time order, the time order is counterbalanced across participants and is listed in metadata.）

Dataset

Presentation

The data collection was initiated in March 2019 and was terminated in December 2020. The detailed description of the dataset is currently under working by Chuqin Xiang,Xinrui Fan,Duo Bai,Ke Lv and Xu Lei, and will submit to Scientific Data for publication.

EEG acquisition

• EEG system (Brain Products GmbH, Steing- rabenstr, Germany, 61 electrodes)
• Sampling frequency: 500Hz
• Impedances were kept below 5k

Contact

  * If you have any questions or comments, please contact:
  * Xu Lei: xlei@swu.edu.cn

Article

Xiang, C., Fan, X., Bai, D. et al. A resting-state EEG dataset for sleep deprivation. Sci Data 11, 427 (2024). https://doi.org/10.1038/s41597-024-03268-2

People

Authors

• Chuqin Xiang
• Xinrui Fan
• Duo Bai
• Ke Lv
• Xu Lei (senior)

Contact

• Chuqin Xiang
• XINRUI FAN

Links

• DOI: 10.18112/openneuro.ds004902.v1.0.8
• OpenNeuro: ds004902
• Browse 700+ datasets: EEGDash catalog
• Docs: https://eegdash.org
• Code: https://github.com/eegdash/EEGDash

Provenance

• Backend: s3 — s3://openneuro.org/ds004902
• Exact size: 8,898,598,868 bytes (8.3 GB)
• Ingested: 2026-04-06
• Stats computed: 2026-04-04

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Auto-generated from dataset_summary.csv and the EEGDash API. Do not edit this file by hand — update the upstream source and re-run scripts/push_metadata_stubs.py.