dataset_id stringclasses 1
value | title stringclasses 1
value | source stringclasses 1
value | source_url stringclasses 1
value | doi stringclasses 1
value | license stringclasses 1
value | loader dict | catalog stringclasses 1
value | generated_by stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|
ds003004 | Imagined Emotion Study | openneuro | https://openneuro.org/datasets/ds003004 | 10.18112/openneuro.ds003004.v1.1.1 | CC0 | {
"library": "eegdash",
"class": "EEGDashDataset",
"kwargs": {
"dataset": "ds003004"
}
} | https://huggingface.co/spaces/EEGDash/catalog | huggingface-space/scripts/push_metadata_stubs.py |
Imagined Emotion Study
Dataset ID: ds003004
Onton2020
At a glance: EEG · 34 subjects · 34 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="ds003004", 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/ds003004")
Dataset metadata
| Subjects | 34 |
| Recordings | 34 |
| Tasks (count) | 1 |
| Channels | 219 (×3), 224 (×3), 212 (×2), 221 (×2), 214 (×2), 134 (×1), 209 (×1), 218 (×1), 215 (×1), 235 (×1), 201 (×1), 211 (×1), 189 (×1), 208 (×1), 229 (×1), 220 (×1), 232 (×1), 222 (×1), 231 (×1), 226 (×1), 207 (×1), 206 (×1), 213 (×1), 180 (×1), 196 (×1), 223 (×1), 227 (×1) |
| Sampling rate (Hz) | 256 (×34) |
| Total duration (h) | 49.1 |
| Size on disk | 36.0 GB |
| Recording type | EEG |
| Source | openneuro |
| License | CC0 |
| NEMAR citations | 7.0 |
Links
- DOI: 10.18112/openneuro.ds003004.v1.1.1
- OpenNeuro: ds003004
- Browse 700+ datasets: EEGDash catalog
- Docs: https://eegdash.org
- Code: https://github.com/eegdash/EEGDash
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.
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