| --- |
| pretty_name: "The NIMH Healthy Research Volunteer Dataset" |
| license: cc0-1.0 |
| tags: |
| - meg |
| - neuroscience |
| - eegdash |
| - brain-computer-interface |
| - pytorch |
| - multisensory |
| - other |
| size_categories: |
| - 1K<n<10K |
| task_categories: |
| - other |
| --- |
| |
| # The NIMH Healthy Research Volunteer Dataset |
|
|
| **Dataset ID:** `ds005752` |
|
|
| _Nugent2024_ |
|
|
| > **At a glance:** MEG · Multisensory other · healthy · 123 subjects · 1055 recordings · CC0 |
|
|
| ## Load this dataset |
|
|
| This repo is a **pointer**. The raw EEG data lives at its canonical source |
| (OpenNeuro / NEMAR); [EEGDash](https://github.com/eegdash/EEGDash) streams it |
| on demand and returns a PyTorch / braindecode dataset. |
|
|
| ```python |
| # pip install eegdash |
| from eegdash import EEGDashDataset |
| |
| ds = EEGDashDataset(dataset="ds005752", 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: |
|
|
| ```python |
| from braindecode.datasets import BaseConcatDataset |
| ds = BaseConcatDataset.pull_from_hub("EEGDash/ds005752") |
| ``` |
|
|
|
|
| ## Dataset metadata |
|
|
| | | | |
| |---|---| |
| | **Subjects** | 123 | |
| | **Recordings** | 1055 | |
| | **Tasks (count)** | 10 | |
| | **Channels** | 305 (×240), 306 (×183), 304 (×123), 302 (×117), 303 (×110), 301 (×71), 382 (×59), 300 (×57), 378 (×20), 377 (×16), 379 (×16), 381 (×15), 380 (×15), 299 (×3), 387 (×1), 388 (×1) | |
| | **Sampling rate (Hz)** | 1200 (×926), 4800 (×121) | |
| | **Total duration (h)** | 102.6 | |
| | **Size on disk** | 662.7 GB | |
| | **Recording type** | MEG | |
| | **Experimental modality** | Multisensory | |
| | **Paradigm type** | Other | |
| | **Population** | Healthy | |
| | **Source** | openneuro | |
| | **License** | CC0 | |
|
|
| ## Links |
|
|
| - **DOI:** [10.18112/openneuro.ds005752.v2.1.0](https://doi.org/10.18112/openneuro.ds005752.v2.1.0) |
| - **OpenNeuro:** [ds005752](https://openneuro.org/datasets/ds005752) |
| - **Browse 700+ datasets:** [EEGDash catalog](https://huggingface.co/spaces/EEGDash/catalog) |
| - **Docs:** <https://eegdash.org> |
| - **Code:** <https://github.com/eegdash/EEGDash> |
|
|
| --- |
|
|
| _Auto-generated from [dataset_summary.csv](https://github.com/eegdash/EEGDash/blob/main/eegdash/dataset/dataset_summary.csv) and the [EEGDash API](https://data.eegdash.org/api/eegdash/datasets/summary/ds005752). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._ |
|
|
