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Metadata stub for ds003638

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  1. README.md +75 -0
  2. eegdash.json +17 -0
README.md ADDED
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+ ---
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+ pretty_name: "EEG: Electrophysiological biomarkers of behavioral dimensions
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+ from cross-species paradigms"
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+ license: cc0-1.0
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+ tags:
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+ - eeg
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+ - neuroscience
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+ - eegdash
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+ - brain-computer-interface
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+ - pytorch
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+ size_categories:
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+ - n<1K
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+ task_categories:
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+ - other
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+ ---
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+
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+ # EEG: Electrophysiological biomarkers of behavioral dimensions
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+ from cross-species paradigms
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+
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+ **Dataset ID:** `ds003638`
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+
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+ _Cavanagh2021_Electrophysiological_
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+
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+ > **At a glance:** EEG · 57 subjects · 57 recordings · CC0
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+
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+ ## Load this dataset
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+
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+ This repo is a **pointer**. The raw EEG data lives at its canonical source
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+ (OpenNeuro / NEMAR); [EEGDash](https://github.com/eegdash/EEGDash) streams it
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+ on demand and returns a PyTorch / braindecode dataset.
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+
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+ ```python
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+ # pip install eegdash
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+ from eegdash import EEGDashDataset
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+
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+ ds = EEGDashDataset(dataset="ds003638", cache_dir="./cache")
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+ print(len(ds), "recordings")
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+ ```
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+
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+ If the dataset has been mirrored to the HF Hub in braindecode's Zarr layout,
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+ you can also pull it directly:
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+
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+ ```python
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+ from braindecode.datasets import BaseConcatDataset
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+ ds = BaseConcatDataset.pull_from_hub("EEGDash/ds003638")
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+ ```
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+
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+
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+ ## Dataset metadata
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+
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+ | | |
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+ |---|---|
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+ | **Subjects** | 57 |
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+ | **Recordings** | 57 |
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+ | **Tasks (count)** | 1 |
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+ | **Channels** | 72 (×57) |
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+ | **Sampling rate (Hz)** | 512 (×57) |
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+ | **Total duration (h)** | 40.6 |
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+ | **Size on disk** | 15.3 GB |
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+ | **Recording type** | EEG |
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+ | **Source** | openneuro |
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+ | **License** | CC0 |
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+ | **NEMAR citations** | 1.0 |
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+
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+ ## Links
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+
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+ - **DOI:** [10.18112/openneuro.ds003638.v1.0.0](https://doi.org/10.18112/openneuro.ds003638.v1.0.0)
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+ - **OpenNeuro:** [ds003638](https://openneuro.org/datasets/ds003638)
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+ - **Browse 700+ datasets:** [EEGDash catalog](https://huggingface.co/spaces/EEGDash/catalog)
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+ - **Docs:** <https://eegdash.org>
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+ - **Code:** <https://github.com/eegdash/EEGDash>
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+
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+ ---
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+
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+ _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/ds003638). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._
eegdash.json ADDED
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+ {
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+ "dataset_id": "ds003638",
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+ "title": "EEG: Electrophysiological biomarkers of behavioral dimensions \nfrom cross-species paradigms",
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+ "source": "openneuro",
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+ "source_url": "https://openneuro.org/datasets/ds003638",
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+ "doi": "10.18112/openneuro.ds003638.v1.0.0",
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+ "license": "CC0",
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+ "loader": {
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+ "library": "eegdash",
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+ "class": "EEGDashDataset",
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+ "kwargs": {
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+ "dataset": "ds003638"
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+ }
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+ },
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+ "catalog": "https://huggingface.co/spaces/EEGDash/catalog",
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+ "generated_by": "huggingface-space/scripts/push_metadata_stubs.py"
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+ }