---
pretty_name: "Mainsah2025-P"
license: cc-by-4.0
tags:
  - eeg
  - neuroscience
  - eegdash
  - brain-computer-interface
  - pytorch
  - visual
  - attention
  - other
size_categories:
  - n<1K
task_categories:
  - other
---

# Mainsah2025-P

**Dataset ID:** `nm000351`

_Mainsah2025_P_

> **At a glance:** EEG · Visual attention · other · 19 subjects · 228 recordings · CC-BY-4.0

## 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="nm000351", 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/nm000351")
```


## Dataset metadata

| | |
|---|---|
| **Subjects** | 19 |
| **Recordings** | 228 |
| **Tasks (count)** | 1 |
| **Channels** | 32 (×228) |
| **Sampling rate (Hz)** | 256.0000930697907 (×152), 256.00008203487505 (×38), 256 (×22), 256.00009466146327 (×1), 256.0001237687188 (×1), 256.00011666197287 (×1), 256.00009240629606 (×1), 256.0001196052653 (×1), 256.0001141647201 (×1), 256.0000983717175 (×1), 256.00007259581656 (×1), 256.00008694547637 (×1), 256.0000896869156 (×1), 256.0001109005733 (×1), 256.00011860780387 (×1), 256.00008676866054 (×1), 256.00009044741086 (×1), 256.00006037203326 (×1), 256.0000936228914 (×1) |
| **Total duration (h)** | 17.7 |
| **Size on disk** | 1.5 GB |
| **Recording type** | EEG |
| **Experimental modality** | Visual |
| **Paradigm type** | Attention |
| **Population** | Other |
| **Source** | nemar |
| **License** | CC-BY-4.0 |

## Links

- **DOI:** [10.13026/0byy-ry86](https://doi.org/10.13026/0byy-ry86)
- **NEMAR:** [nm000351](https://nemar.org/dataexplorer/detail?dataset_id=nm000351)
- **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/nm000351). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._