dataset_id stringclasses 1
value | title stringclasses 1
value | source stringclasses 1
value | source_url stringclasses 1
value | doi stringclasses 1
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value | loader dict | catalog stringclasses 1
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ds003688 | Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film | openneuro | https://openneuro.org/datasets/ds003688 | 10.18112/openneuro.ds003688.v1.0.7 | CC0 | {
"library": "eegdash",
"class": "EEGDashDataset",
"kwargs": {
"dataset": "ds003688"
}
} | https://huggingface.co/spaces/EEGDash/catalog | huggingface-space/scripts/push_metadata_stubs.py |
Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film
Dataset ID: ds003688
Berezutskaya2021
At a glance: IEEG · Multisensory perception · epilepsy · 51 subjects · 107 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="ds003688", 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/ds003688")
Dataset metadata
| Subjects | 51 |
| Recordings | 107 |
| Tasks (count) | 2 |
| Channels | 74 (×6), 109 (×5), 62 (×5), 125 (×4), 85 (×4), 107 (×4), 88 (×4), 72 (×4), 67 (×3), 95 (×3), 115 (×3), 71 (×3), 111 (×3), 81 (×3), 118 (×3), 76 (×3), 84 (×3), 102 (×2), 87 (×2), 126 (×2), 80 (×2), 75 (×2), 86 (×2), 122 (×2), 116 (×2), 121 (×2), 112 (×2), 100 (×2), 54 (×2), 177 (×2), 64 (×2), 128 (×2), 89 (×2), 113 (×2), 110 (×2), 60 (×2), 97 (×1), 69 (×1), 65 (×1), 94 (×1), 91 (×1), 92 (×1) |
| Sampling rate (Hz) | 512 (×71), 2048 (×32), 2000 (×4) |
| Total duration (h) | 9.2 |
| Size on disk | 15.2 GB |
| Recording type | IEEG |
| Experimental modality | Multisensory |
| Paradigm type | Perception |
| Population | Epilepsy |
| Source | openneuro |
| License | CC0 |
| NEMAR citations | 9.0 |
Links
- DOI: 10.18112/openneuro.ds003688.v1.0.7
- OpenNeuro: ds003688
- 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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