dataset_id stringclasses 1
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value | doi stringclasses 1
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value | loader dict | catalog stringclasses 1
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ds004514 | Simultaneous EEG and fNIRS recordings for semantic decoding of imagined animals and tools | openneuro | https://openneuro.org/datasets/ds004514 | 10.18112/openneuro.ds004514.v1.1.2 | CC0 | {
"library": "eegdash",
"class": "EEGDashDataset",
"kwargs": {
"dataset": "ds004514"
}
} | https://huggingface.co/spaces/EEGDash/catalog | huggingface-space/scripts/push_metadata_stubs.py |
Simultaneous EEG and fNIRS recordings for semantic decoding of imagined animals and tools
Dataset ID: ds004514
Rybar2023_Simultaneous
At a glance: EEG, FNIRS · Multisensory other · healthy · 12 subjects · 24 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="ds004514", 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/ds004514")
Dataset metadata
| Subjects | 12 |
| Recordings | 24 |
| Tasks (count) | 2 |
| Channels | 80 (×12), 22 (×6), 28 (×6) |
| Sampling rate (Hz) | 2048 (×12), 7.8125 (×6), 8.928571428571429 (×6) |
| Total duration (h) | 29.3 |
| Size on disk | 24.1 GB |
| Recording type | EEG, FNIRS |
| Experimental modality | Multisensory |
| Paradigm type | Other |
| Population | Healthy |
| Source | openneuro |
| License | CC0 |
Links
- DOI: 10.18112/openneuro.ds004514.v1.1.2
- OpenNeuro: ds004514
- 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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