EEGDash/ds005121

---
pretty_name: "Siefert2024"
license: cc0-1.0
tags:
- eeg
- neuroscience
- eegdash
- brain-computer-interface
- pytorch
size_categories:
- n<1K
task_categories:
- other
---

# Siefert2024

**Dataset ID:** `ds005121`

_Siefert2024_

> **At a glance:** EEG · 34 subjects · 39 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="ds005121", 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/ds005121")
```

## Dataset metadata

| | |
|---|---|
| **Subjects** | 34 |
| **Recordings** | 39 |
| **Tasks (count)** | 1 |
| **Channels** | 65 (×39) |
| **Sampling rate (Hz)** | 512 (×39) |
| **Total duration (h)** | 40.5 |
| **Size on disk** | 9.0 GB |
| **Recording type** | EEG |
| **Source** | openneuro |
| **License** | CC0 |
| **NEMAR citations** | 1.0 |

## Links

- **DOI:** [10.18112/openneuro.ds005121.v1.0.2](https://doi.org/10.18112/openneuro.ds005121.v1.0.2)
- **OpenNeuro:** [ds005121](https://openneuro.org/datasets/ds005121)
- **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/ds005121). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._

pretty_name: "Siefert2024"
license: "CC0 1.0协议"
tags:
- 脑电图(Electroencephalogram, EEG)
- 神经科学
- EEGDash
- 脑机接口(Brain-Computer Interface, BCI)
- PyTorch
size_categories:
- 条目数少于1000
task_categories:
- 其他

# Siefert2024

**数据集ID：** `ds005121`

_Siefert2024_

> **概览：** 脑电图(Electroencephalogram, EEG) · 34名被试 · 39条记录 · CC0 1.0协议

## 加载此数据集

本仓库为**索引指针**。原始脑电图(EEG)数据存储于其官方源（OpenNeuro / NEMAR）；[EEGDash](https://github.com/eegdash/EEGDash) 可按需流式读取并返回PyTorch / braindecode格式的数据集。

python
# 安装依赖：pip install eegdash
from eegdash import EEGDashDataset

ds = EEGDashDataset(dataset="ds005121", cache_dir="./cache")
print(len(ds), "条记录")

若该数据集已按照braindecode的Zarr格式镜像至Hugging Face Hub，你也可直接拉取：

python
from braindecode.datasets import BaseConcatDataset
ds = BaseConcatDataset.pull_from_hub("EEGDash/ds005121")

## 数据集元数据

| 元数据项 | 详情 |
|---|---|
| **被试数量** | 34 |
| **记录条数** | 39 |
| **任务数（计数）** | 1 |
| **通道数** | 65（×39） |
| **采样率（赫兹）** | 512（×39） |
| **总时长（小时）** | 40.5 |
| **磁盘占用空间** | 9.0 GB |
| **记录类型** | 脑电图(EEG) |
| **数据来源** | OpenNeuro |
| **许可协议** | CC0 1.0 |
| **NEMAR引用量** | 1.0 |

## 相关链接

- **DOI：** [10.18112/openneuro.ds005121.v1.0.2](https://doi.org/10.18112/openneuro.ds005121.v1.0.2)
- **OpenNeuro：** [ds005121](https://openneuro.org/datasets/ds005121)
- **浏览700+数据集：** [EEGDash数据集目录](https://huggingface.co/spaces/EEGDash/catalog)
- **文档：** <https://eegdash.org>
- **代码仓库：** <https://github.com/eegdash/EEGDash>

---

_本文件由 [dataset_summary.csv](https://github.com/eegdash/EEGDash/blob/main/eegdash/dataset/dataset_summary.csv) 及 [EEGDash API](https://data.eegdash.org/api/eegdash/datasets/summary/ds005121) 自动生成。请勿手动编辑此文件——请更新上游数据源并重新运行 `scripts/push_metadata_stubs.py` 以更新元数据。_