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Upload BNCI2014_001 EEGWindowsDataset (continuous)

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+ ---
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+ tags:
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+ - braindecode
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+ - eeg
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+ - neuroscience
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+ - brain-computer-interface
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+ - deep-learning
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+ license: unknown
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+ ---
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+
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+ # EEG Dataset
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+
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+ This dataset was created using [braindecode](https://braindecode.org), a deep
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+ learning library for EEG/MEG/ECoG signals.
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+
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+ ## Dataset Information
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+
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+ | Property | Value |
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+ |----------|------:|
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+ | Recordings | 1 |
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+ | Type | Windowed (from Raw object) |
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+ | Channels | 26 |
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+ | Sampling frequency | 250 Hz |
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+ | Total duration | 0:06:26 |
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+ | Windows/samples | 48 |
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+ | Size | 19.22 MB |
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+ | Format | zarr |
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+
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+ ## Quick Start
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+
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+ ```python
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+ from braindecode.datasets import BaseConcatDataset
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+
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+ # Load from Hugging Face Hub
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+ dataset = BaseConcatDataset.pull_from_hub("username/dataset-name")
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+
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+ # Access a sample
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+ X, y, metainfo = dataset[0]
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+ # X: EEG data [n_channels, n_times]
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+ # y: target label
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+ # metainfo: window indices
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+ ```
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+
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+ ## Training with PyTorch
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+
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+ ```python
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+ from torch.utils.data import DataLoader
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+
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+ loader = DataLoader(dataset, batch_size=32, shuffle=True, num_workers=4)
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+
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+ for X, y, metainfo in loader:
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+ # X: [batch_size, n_channels, n_times]
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+ # y: [batch_size]
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+ pass # Your training code
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+ ```
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+
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+ ## BIDS-inspired Structure
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+
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+ This dataset uses a **BIDS-inspired** organization. Metadata files follow BIDS
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+ conventions, while data is stored in Zarr format for efficient deep learning.
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+
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+ **BIDS-style metadata:**
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+ - `dataset_description.json` - Dataset information
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+ - `participants.tsv` - Subject metadata
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+ - `*_events.tsv` - Trial/window events
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+ - `*_channels.tsv` - Channel information
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+ - `*_eeg.json` - Recording parameters
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+
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+ **Data storage:**
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+ - `dataset.zarr/` - Zarr format (optimized for random access)
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+
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+ ```
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+ sourcedata/braindecode/
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+ ├── dataset_description.json
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+ ├── participants.tsv
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+ ├── dataset.zarr/
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+ └── sub-<label>/
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+ └── eeg/
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+ ├── *_events.tsv
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+ ├── *_channels.tsv
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+ └── *_eeg.json
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+ ```
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+
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+ ### Accessing Metadata
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+
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+ ```python
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+ # Participants info
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+ if hasattr(dataset, "participants"):
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+ print(dataset.participants)
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+
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+ # Events for a recording
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+ if hasattr(dataset.datasets[0], "bids_events"):
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+ print(dataset.datasets[0].bids_events)
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+
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+ # Channel info
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+ if hasattr(dataset.datasets[0], "bids_channels"):
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+ print(dataset.datasets[0].bids_channels)
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+ ```
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+
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+ ---
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+
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+ *Created with [braindecode](https://braindecode.org)*
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