| --- |
| pretty_name: "Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film" |
| license: cc0-1.0 |
| tags: |
| - ieeg |
| - neuroscience |
| - eegdash |
| - brain-computer-interface |
| - pytorch |
| - multisensory |
| - perception |
| - epilepsy |
| size_categories: |
| - n<1K |
| task_categories: |
| - other |
| --- |
| |
| # 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](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="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: |
|
|
| ```python |
| 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](https://doi.org/10.18112/openneuro.ds003688.v1.0.7) |
| - **OpenNeuro:** [ds003688](https://openneuro.org/datasets/ds003688) |
| - **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/ds003688). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._ |
|
|
