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EEGDash/ds005285

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Hugging Face2026-04-20 更新2026-04-26 收录
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https://hf-mirror.com/datasets/EEGDash/ds005285
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--- pretty_name: "29 By ANT" license: cc0-1.0 tags: - eeg - neuroscience - eegdash - brain-computer-interface - pytorch - tactile - perception size_categories: - n<1K task_categories: - other --- # 29 By ANT **Dataset ID:** `ds005285` _Xiangyue2024_29_ANT_ > **At a glance:** EEG · Tactile perception · healthy · 29 subjects · 116 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="ds005285", 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/ds005285") ``` ## Dataset metadata | | | |---|---| | **Subjects** | 29 | | **Recordings** | 116 | | **Tasks (count)** | 1 | | **Channels** | 32 (×116) | | **Sampling rate (Hz)** | 1000 (×116) | | **Total duration (h)** | 26.7 | | **Size on disk** | 11.8 GB | | **Recording type** | EEG | | **Experimental modality** | Tactile | | **Paradigm type** | Perception | | **Population** | Healthy | | **Source** | openneuro | | **License** | CC0 | ## Links - **DOI:** [10.18112/openneuro.ds005285.v1.0.0](https://doi.org/10.18112/openneuro.ds005285.v1.0.0) - **OpenNeuro:** [ds005285](https://openneuro.org/datasets/ds005285) - **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/ds005285). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._

--- 显示名称: "29 By ANT" 许可协议: CC0 1.0 标签: - 脑电图(EEG) - 神经科学 - EEGDash - 脑机接口(BCI) - PyTorch - 触觉 - 感知 样本量分类: - n<1K:样本量小于1000 任务类别: - other:其他任务 --- # 29 By ANT **数据集标识符:** `ds005285` _Xiangyue2024_29_ANT_ > **概览:** 脑电图(EEG) · 触觉感知 · 健康受试人群 · 29名受试者 · 116次记录 · CC0协议 ## 加载该数据集 本仓库为**索引指针**,原始脑电图(EEG)数据存储于其官方数据源(OpenNeuro / NEMAR);[EEGDash](https://github.com/eegdash/EEGDash) 可按需流式加载该数据集并返回PyTorch与braindecode格式的数据集对象。 python # 安装eegdash库 from eegdash import EEGDashDataset ds = EEGDashDataset(dataset="ds005285", cache_dir="./cache") print(len(ds), "次记录") 若该数据集已按照braindecode的Zarr格式镜像至Hugging Face Hub,亦可直接拉取: python from braindecode.datasets import BaseConcatDataset ds = BaseConcatDataset.pull_from_hub("EEGDash/ds005285") ## 数据集元数据 | 属性 | 数值 | |---|---| | **受试者数量** | 29 | | **记录次数** | 116 | | **任务数** | 1 | | **通道数** | 32(共116次记录) | | **采样率(Hz)** | 1000(共116次记录) | | **总时长(小时)** | 26.7 | | **磁盘占用** | 11.8 GB | | **记录类型** | 脑电图(EEG) | | **实验模态** | 触觉 | | **范式类型** | 感知 | | **受试人群** | 健康人群 | | **数据来源** | OpenNeuro | | **许可协议** | CC0 | ## 相关链接 - **数字对象标识符(DOI):** [10.18112/openneuro.ds005285.v1.0.0](https://doi.org/10.18112/openneuro.ds005285.v1.0.0) - **OpenNeuro平台:** [ds005285](https://openneuro.org/datasets/ds005285) - 浏览700+数据集:[EEGDash数据集目录](https://huggingface.co/spaces/EEGDash/catalog) - 官方文档:<https://eegdash.org> - 源代码仓库:<https://github.com/eegdash/EEGDash> --- 本文件由[dataset_summary.csv](https://github.com/eegdash/EEGDash/blob/main/eegdash/dataset/dataset_summary.csv)与[EEGDash API](https://data.eegdash.org/api/eegdash/datasets/summary/ds005285)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。
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