| --- |
| pretty_name: "Simultaneous EEG and fNIRS recordings for semantic decoding of imagined animals and tools" |
| license: cc0-1.0 |
| tags: |
| - eeg |
| - neuroscience |
| - eegdash |
| - brain-computer-interface |
| - pytorch |
| - multisensory |
| - other |
| size_categories: |
| - n<1K |
| task_categories: |
| - other |
| --- |
| |
| # 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](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="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: |
|
|
| ```python |
| 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](https://doi.org/10.18112/openneuro.ds004514.v1.1.2) |
| - **OpenNeuro:** [ds004514](https://openneuro.org/datasets/ds004514) |
| - **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/ds004514). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._ |
|
|
