| --- |
| pretty_name: "iEEG_comprehensive_HFA_model_part3" |
| license: cc0-1.0 |
| tags: |
| - ieeg |
| - neuroscience |
| - eegdash |
| - brain-computer-interface |
| - pytorch |
| - sleep |
| size_categories: |
| - n<1K |
| task_categories: |
| - other |
| --- |
| |
| # iEEG_comprehensive_HFA_model_part3 |
|
|
| **Dataset ID:** `ds007119` |
|
|
| _Hatano2025_part3_ |
|
|
| > **At a glance:** IEEG · Sleep sleep · unknown · 103 subjects · 106 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="ds007119", 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/ds007119") |
| ``` |
|
|
|
|
| ## Dataset metadata |
|
|
| | | | |
| |---|---| |
| | **Subjects** | 103 | |
| | **Recordings** | 106 | |
| | **Tasks (count)** | 1 | |
| | **Channels** | 128 (×12), 124 (×5), 86 (×4), 58 (×4), 134 (×4), 120 (×4), 102 (×4), 78 (×4), 94 (×4), 100 (×3), 110 (×3), 118 (×3), 136 (×2), 112 (×2), 96 (×2), 130 (×2), 132 (×2), 148 (×2), 64 (×2), 108 (×2), 74 (×2), 84 (×2), 34 (×2), 72 (×2), 140 (×2), 122 (×1), 126 (×1), 52 (×1), 6 (×1), 116 (×1), 73 (×1), 114 (×1), 90 (×1), 76 (×1), 70 (×1), 48 (×1), 88 (×1), 54 (×1), 146 (×1), 180 (×1), 135 (×1), 138 (×1), 142 (×1), 28 (×1), 152 (×1), 82 (×1), 46 (×1), 38 (×1), 144 (×1), 44 (×1), 104 (×1) | |
| | **Sampling rate (Hz)** | 1000 (×106) | |
| | **Total duration (h)** | 41.8 | |
| | **Size on disk** | 32.6 GB | |
| | **Recording type** | IEEG | |
| | **Experimental modality** | Sleep | |
| | **Paradigm type** | Sleep | |
| | **Population** | Unknown | |
| | **Source** | openneuro | |
| | **License** | CC0 | |
|
|
| ## Links |
|
|
| - **DOI:** [10.18112/openneuro.ds007119.v1.0.0](https://doi.org/10.18112/openneuro.ds007119.v1.0.0) |
| - **OpenNeuro:** [ds007119](https://openneuro.org/datasets/ds007119) |
| - **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/ds007119). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._ |
|
|
