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Datasets:
braindecode
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physionet

Tags:
braindecode
eeg
neuroscience
brain-computer-interface
deep-learning
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  1. README.md +102 -0
  2. format_info.json +11 -0
  3. sourcedata/braindecode/dataset.zarr/zarr.json +16 -0
  4. sourcedata/braindecode/dataset_description.json +16 -0
  5. sourcedata/braindecode/participants.tsv +110 -0
  6. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-0_desc-preproc_channels.tsv +65 -0
  7. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-0_desc-preproc_eeg.json +19 -0
  8. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-0_desc-preproc_events.tsv +16 -0
  9. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-1_desc-preproc_channels.tsv +65 -0
  10. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-1_desc-preproc_eeg.json +19 -0
  11. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-1_desc-preproc_events.tsv +16 -0
  12. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-2_desc-preproc_channels.tsv +65 -0
  13. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-2_desc-preproc_eeg.json +19 -0
  14. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-2_desc-preproc_events.tsv +16 -0
  15. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_channels.tsv +65 -0
  16. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_eeg.json +19 -0
  17. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_events.tsv +16 -0
  18. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_channels.tsv +65 -0
  19. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_eeg.json +19 -0
  20. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_events.tsv +16 -0
  21. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-5_desc-preproc_channels.tsv +65 -0
  22. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-5_desc-preproc_eeg.json +19 -0
  23. sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-5_desc-preproc_events.tsv +16 -0
  24. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-0_desc-preproc_channels.tsv +65 -0
  25. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-0_desc-preproc_eeg.json +19 -0
  26. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-0_desc-preproc_events.tsv +15 -0
  27. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-1_desc-preproc_eeg.json +19 -0
  28. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-1_desc-preproc_events.tsv +15 -0
  29. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-3_desc-preproc_events.tsv +15 -0
  30. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-4_desc-preproc_channels.tsv +65 -0
  31. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-5_desc-preproc_channels.tsv +65 -0
  32. sourcedata/braindecode/sub-46/ses-0/eeg/sub-46_ses-0_task-task_run-5_desc-preproc_eeg.json +19 -0
  33. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-0_desc-preproc_channels.tsv +65 -0
  34. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-0_desc-preproc_eeg.json +19 -0
  35. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-0_desc-preproc_events.tsv +16 -0
  36. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-1_desc-preproc_channels.tsv +65 -0
  37. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-1_desc-preproc_eeg.json +19 -0
  38. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-1_desc-preproc_events.tsv +16 -0
  39. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-2_desc-preproc_channels.tsv +65 -0
  40. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-2_desc-preproc_eeg.json +19 -0
  41. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-2_desc-preproc_events.tsv +16 -0
  42. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-3_desc-preproc_channels.tsv +65 -0
  43. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-3_desc-preproc_eeg.json +19 -0
  44. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-3_desc-preproc_events.tsv +16 -0
  45. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_channels.tsv +65 -0
  46. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_eeg.json +19 -0
  47. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_events.tsv +16 -0
  48. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_channels.tsv +65 -0
  49. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_eeg.json +19 -0
  50. sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_events.tsv +16 -0
README.md ADDED
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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 | 654 |
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+ | Type | Windowed (from Epochs object) |
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+ | Channels | 64 |
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+ | Sampling frequency | 200 Hz |
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+ | Total duration | 8:03:35 |
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+ | Windows/samples | 9,688 |
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+ | Size | 50.18 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)*
format_info.json ADDED
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+ {
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+ "format": "zarr",
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+ "pipeline_name": "braindecode",
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+ "compression": "gzip",
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+ "compression_level": 5,
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+ "chunk_size": 5000000,
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+ "braindecode_version": "1.3.2",
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+ "n_recordings": 654,
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+ "total_samples": 9688,
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+ "total_size_mb": 50.18
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+ }
sourcedata/braindecode/dataset.zarr/zarr.json ADDED
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+ {
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+ "attributes": {
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+ "n_datasets": 654,
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+ "dataset_type": "WindowsDataset",
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+ "braindecode_version": "1.3.2",
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+ "mne_version": "1.11.0",
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+ "numpy_version": "2.3.5",
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+ "pandas_version": "2.3.3",
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+ "zarr_version": "3.1.5",
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+ "scipy_version": "1.17.0",
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+ "raw_preproc_kwargs": "[{\"fn\": \"adapter_finetuning.data_utils.rename_channels_bipolar\", \"apply_on_array\": false, \"kwargs\": {\"mapping\": {\"A1\": \"M1\", \"A2\": \"M2\", \"POO7\": \"E70\", \"POO8\": \"E83\"}}, \"__class_path__\": \"braindecode.preprocessing.preprocess.Preprocessor\"}, {\"fn\": \"pick_channels\", \"apply_on_array\": false, \"kwargs\": {\"ch_names\": [\"FC5\", \"FC3\", \"FC1\", \"FCz\", \"FC2\", \"FC4\", \"FC6\", \"C5\", \"C3\", \"C1\", \"Cz\", \"C2\", \"C4\", \"C6\", \"CP5\", \"CP3\", \"CP1\", \"CPz\", \"CP2\", \"CP4\", \"CP6\", \"Fp1\", \"Fpz\", \"Fp2\", \"AF7\", \"AF3\", \"AFz\", \"AF4\", \"AF8\", \"F7\", \"F5\", \"F3\", \"F1\", \"Fz\", \"F2\", \"F4\", \"F6\", \"F8\", \"FT7\", \"FT8\", \"T7\", \"T8\", \"T9\", \"T10\", \"TP7\", \"TP8\", \"P7\", \"P5\", \"P3\", \"P1\", \"Pz\", \"P2\", \"P4\", \"P6\", \"P8\", \"PO7\", \"PO3\", \"POz\", \"PO4\", \"PO8\", \"O1\", \"Oz\", \"O2\", \"Iz\"], \"ordered\": true}, \"__class_path__\": \"braindecode.preprocessing.preprocess.Preprocessor\"}, {\"fn\": \"resample\", \"apply_on_array\": false, \"kwargs\": {\"sfreq\": 200.0}, \"__class_path__\": \"braindecode.preprocessing.preprocess.Preprocessor\"}, {\"fn\": \"adapter_finetuning.config_schemas._scale_data\", \"apply_on_array\": true, \"kwargs\": {\"factor\": 1000000.0}, \"__class_path__\": \"braindecode.preprocessing.preprocess.Preprocessor\"}, {\"fn\": \"filter\", \"apply_on_array\": false, \"kwargs\": {\"l_freq\": 0.1, \"h_freq\": null}, \"__class_path__\": \"braindecode.preprocessing.preprocess.Preprocessor\"}]",
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+ "window_kwargs": "[[\"create_windows_from_events\", {\"infer_mapping\": false, \"infer_window_size_stride\": false, \"trial_start_offset_samples\": 0, \"trial_stop_offset_samples\": 0, \"window_size_samples\": 600, \"window_stride_samples\": 600, \"drop_last_window\": true, \"mapping\": {\"left_hand\": 0, \"right_hand\": 1, \"feet\": 2, \"hands\": 3}, \"preload\": true, \"drop_bad_windows\": null, \"picks\": null, \"reject\": null, \"flat\": null, \"on_missing\": \"error\", \"accepted_bads_ratio\": 0.0, \"verbose\": \"error\", \"use_mne_epochs\": false, \"on_overlapping_events\": \"warn\"}], [\"to_epochs_dataset\", {}]]"
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+ },
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+ "zarr_format": 3,
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+ "node_type": "group"
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+ }
sourcedata/braindecode/dataset_description.json ADDED
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+ {
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+ "Name": "Braindecode Dataset",
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+ "BIDSVersion": "1.9.0",
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+ "DatasetType": "derivative",
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+ "Authors": [
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+ "[Unspecified1]",
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+ "[Unspecified2]"
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+ ],
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+ "GeneratedBy": [
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+ {
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+ "Name": "braindecode",
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+ "Version": "1.3.2",
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+ "CodeURL": "https://github.com/braindecode/braindecode"
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+ }
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+ ]
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+ }
sourcedata/braindecode/participants.tsv ADDED
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+ participant_id age sex hand
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-0_desc-preproc_channels.tsv ADDED
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+ name type units low_cutoff high_cutoff description sampling_frequency status status_description
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+ FC5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FC3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FC1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FCz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FC2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FC4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ FC6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ C5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ C3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ C1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ Cz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
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+ C2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
14
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1
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1
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_channels.tsv ADDED
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65
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_eeg.json ADDED
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1
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-3_desc-preproc_events.tsv ADDED
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_channels.tsv ADDED
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1
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56
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57
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61
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64
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65
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_eeg.json ADDED
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1
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-4_desc-preproc_events.tsv ADDED
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sourcedata/braindecode/sub-19/ses-0/eeg/sub-19_ses-0_task-task_run-5_desc-preproc_channels.tsv ADDED
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1
+ name type units low_cutoff high_cutoff description sampling_frequency status status_description
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31
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39
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41
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42
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43
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44
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45
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46
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47
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48
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49
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46
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61
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62
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65
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1
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sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-1_desc-preproc_eeg.json ADDED
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sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_channels.tsv ADDED
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54
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59
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60
+ PO4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
61
+ PO8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
62
+ O1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
63
+ Oz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
64
+ O2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
65
+ Iz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_eeg.json ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "TaskName": "task",
3
+ "Manufacturer": "n/a",
4
+ "PowerLineFrequency": "n/a",
5
+ "SamplingFrequency": 200.0,
6
+ "SoftwareFilters": "n/a",
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+ "RecordingDuration": 44.925000000000004,
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+ "RecordingType": "epoched",
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+ "EEGReference": "n/a",
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+ "EEGGround": "n/a",
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+ "EEGPlacementScheme": "based on the extended 10/20 system",
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+ "EEGChannelCount": 64,
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+ "EOGChannelCount": 0,
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+ "EMGChannelCount": 0,
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+ "MiscChannelCount": 0,
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+ "TriggerChannelCount": 0,
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+ "EpochLength": 2.995
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+ }
sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-4_desc-preproc_events.tsv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ onset duration trial_type sample value
2
+ 4.1 3.0 3 820 3
3
+ 12.3 3.0 2 2460 2
4
+ 20.5 3.0 2 4100 2
5
+ 28.7 3.0 3 5740 3
6
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8
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9
+ 61.5 3.0 3 12300 3
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11
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12
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13
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14
+ 102.5 3.0 3 20500 3
15
+ 110.7 3.0 2 22140 2
16
+ 118.9 3.0 3 23780 3
sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_channels.tsv ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name type units low_cutoff high_cutoff description sampling_frequency status status_description
2
+ FC5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
3
+ FC3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
4
+ FC1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
5
+ FCz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
6
+ FC2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
7
+ FC4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
8
+ FC6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
9
+ C5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
10
+ C3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
11
+ C1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
12
+ Cz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
13
+ C2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
14
+ C4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
15
+ C6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
16
+ CP5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
17
+ CP3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
18
+ CP1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
19
+ CPz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
20
+ CP2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
21
+ CP4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
22
+ CP6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
23
+ Fp1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
24
+ Fpz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
25
+ Fp2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
26
+ AF7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
27
+ AF3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
28
+ AFz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
29
+ AF4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
30
+ AF8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
31
+ F7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
32
+ F5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
33
+ F3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
34
+ F1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
35
+ Fz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
36
+ F2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
37
+ F4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
38
+ F6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
39
+ F8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
40
+ FT7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
41
+ FT8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
42
+ T7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
43
+ T8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
44
+ T9 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
45
+ T10 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
46
+ TP7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
47
+ TP8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
48
+ P7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
49
+ P5 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
50
+ P3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
51
+ P1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
52
+ Pz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
53
+ P2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
54
+ P4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
55
+ P6 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
56
+ P8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
57
+ PO7 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
58
+ PO3 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
59
+ POz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
60
+ PO4 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
61
+ PO8 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
62
+ O1 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
63
+ Oz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
64
+ O2 EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
65
+ Iz EEG V 0.1000000014901161 80.0 ElectroEncephaloGram 200.0 good n/a
sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_eeg.json ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "TaskName": "task",
3
+ "Manufacturer": "n/a",
4
+ "PowerLineFrequency": "n/a",
5
+ "SamplingFrequency": 200.0,
6
+ "SoftwareFilters": "n/a",
7
+ "RecordingDuration": 44.925000000000004,
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+ "RecordingType": "epoched",
9
+ "EEGReference": "n/a",
10
+ "EEGGround": "n/a",
11
+ "EEGPlacementScheme": "based on the extended 10/20 system",
12
+ "EEGChannelCount": 64,
13
+ "EOGChannelCount": 0,
14
+ "ECGChannelCount": 0,
15
+ "EMGChannelCount": 0,
16
+ "MiscChannelCount": 0,
17
+ "TriggerChannelCount": 0,
18
+ "EpochLength": 2.995
19
+ }
sourcedata/braindecode/sub-68/ses-0/eeg/sub-68_ses-0_task-task_run-5_desc-preproc_events.tsv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ onset duration trial_type sample value
2
+ 4.1 3.0 3 820 3
3
+ 12.3 3.0 2 2460 2
4
+ 20.5 3.0 3 4100 3
5
+ 28.7 3.0 2 5740 2
6
+ 36.9 3.0 2 7380 2
7
+ 45.1 3.0 3 9020 3
8
+ 53.3 3.0 2 10660 2
9
+ 61.5 3.0 3 12300 3
10
+ 69.7 3.0 2 13940 2
11
+ 77.9 3.0 3 15580 3
12
+ 86.1 3.0 2 17220 2
13
+ 94.3 3.0 3 18860 3
14
+ 102.5 3.0 2 20500 2
15
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16
+ 118.9 3.0 2 23780 2