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README.md

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+---
+tags:
+- braindecode
+- eeg
+- neuroscience
+- brain-computer-interface
+- deep-learning
+license: unknown
+---
+
+# EEG Dataset
+
+This dataset was created using [braindecode](https://braindecode.org), a deep
+learning library for EEG/MEG/ECoG signals.
+
+## Dataset Information
+
+| Property | Value |
+|----------|------:|
+| Recordings | 181 |
+| Type | Windowed (from Epochs object) |
+| Channels | 19 |
+| Sampling frequency | 200 Hz |
+| Total duration | 20:27:21 |
+| Windows/samples | 14,743 |
+| Size | 3.63 MB |
+| Format | zarr |
+
+## Quick Start
+
+```python
+from braindecode.datasets import BaseConcatDataset
+
+# Load from Hugging Face Hub
+dataset = BaseConcatDataset.pull_from_hub("username/dataset-name")
+
+# Access a sample
+X, y, metainfo = dataset[0]
+# X: EEG data [n_channels, n_times]
+# y: target label
+# metainfo: window indices
+```
+
+## Training with PyTorch
+
+```python
+from torch.utils.data import DataLoader
+
+loader = DataLoader(dataset, batch_size=32, shuffle=True, num_workers=4)
+
+for X, y, metainfo in loader:
+    # X: [batch_size, n_channels, n_times]
+    # y: [batch_size]
+    pass  # Your training code
+```
+
+## BIDS-inspired Structure
+
+This dataset uses a **BIDS-inspired** organization. Metadata files follow BIDS
+conventions, while data is stored in Zarr format for efficient deep learning.
+
+**BIDS-style metadata:**
+- `dataset_description.json` - Dataset information
+- `participants.tsv` - Subject metadata
+- `*_events.tsv` - Trial/window events
+- `*_channels.tsv` - Channel information
+- `*_eeg.json` - Recording parameters
+
+**Data storage:**
+- `dataset.zarr/` - Zarr format (optimized for random access)
+
+```
+sourcedata/braindecode/
+├── dataset_description.json
+├── participants.tsv
+├── dataset.zarr/
+└── sub-<label>/
+    └── eeg/
+        ├── *_events.tsv
+        ├── *_channels.tsv
+        └── *_eeg.json
+```
+
+### Accessing Metadata
+
+```python
+# Participants info
+if hasattr(dataset, "participants"):
+    print(dataset.participants)
+
+# Events for a recording
+if hasattr(dataset.datasets[0], "bids_events"):
+    print(dataset.datasets[0].bids_events)
+
+# Channel info
+if hasattr(dataset.datasets[0], "bids_channels"):
+    print(dataset.datasets[0].bids_channels)
+```
+
+---
+
+*Created with [braindecode](https://braindecode.org)*

format_info.json

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+{
+  "format": "zarr",
+  "pipeline_name": "braindecode",
+  "compression": "gzip",
+  "compression_level": 5,
+  "chunk_size": 5000000,
+  "braindecode_version": "1.3.2",
+  "n_recordings": 181,
+  "total_samples": 14743,
+  "total_size_mb": 3.63
+}

sourcedata/braindecode/dataset.zarr/zarr.json

@@ -0,0 +1,16 @@
+{
+  "attributes": {
+    "n_datasets": 181,
+    "dataset_type": "WindowsDataset",
+    "braindecode_version": "1.3.2",
+    "mne_version": "1.11.0",
+    "numpy_version": "2.3.5",
+    "pandas_version": "2.3.3",
+    "zarr_version": "3.1.5",
+    "scipy_version": "1.17.0",
+    "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\": [\"Fp1\", \"Fp2\", \"F7\", \"F3\", \"Fz\", \"F4\", \"F8\", \"T3\", \"C3\", \"Cz\", \"C4\", \"T4\", \"T5\", \"P3\", \"Pz\", \"P4\", \"T6\", \"O1\", \"O2\"], \"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\"}]",
+    "window_kwargs": "[[\"create_fixed_length_windows\", {\"start_offset_samples\": 0, \"stop_offset_samples\": null, \"window_size_samples\": 1000, \"window_stride_samples\": 1000, \"drop_last_window\": true, \"mapping\": null, \"preload\": true, \"picks\": null, \"reject\": null, \"flat\": null, \"targets_from\": \"metadata\", \"last_target_only\": true, \"lazy_metadata\": false, \"on_missing\": \"error\", \"verbose\": \"error\"}], [\"EEGWindowsDataset\", {\"targets_from\": \"metadata\", \"last_target_only\": true}], [\"to_epochs_dataset\", {}]]"
+  },
+  "zarr_format": 3,
+  "node_type": "group"
+}

sourcedata/braindecode/dataset_description.json

@@ -0,0 +1,16 @@
+{
+    "Name": "Braindecode Dataset",
+    "BIDSVersion": "1.9.0",
+    "DatasetType": "derivative",
+    "Authors": [
+        "[Unspecified1]",
+        "[Unspecified2]"
+    ],
+    "GeneratedBy": [
+        {
+            "Name": "braindecode",
+            "Version": "1.3.2",
+            "CodeURL": "https://github.com/braindecode/braindecode"
+        }
+    ]
+}

sourcedata/braindecode/participants.tsv

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+participant_id	age	sex	hand
+sub-HS1	n/a	n/a	n/a
+sub-HS10	n/a	n/a	n/a
+sub-HS11	n/a	n/a	n/a
+sub-HS12	n/a	n/a	n/a
+sub-HS13	n/a	n/a	n/a
+sub-HS14	n/a	n/a	n/a
+sub-HS15	n/a	n/a	n/a
+sub-HS16	n/a	n/a	n/a
+sub-HS17	n/a	n/a	n/a
+sub-HS18	n/a	n/a	n/a
+sub-HS19	n/a	n/a	n/a
+sub-HS2	n/a	n/a	n/a
+sub-HS20	n/a	n/a	n/a
+sub-HS21	n/a	n/a	n/a
+sub-HS22	n/a	n/a	n/a
+sub-HS23	n/a	n/a	n/a
+sub-HS24	n/a	n/a	n/a
+sub-HS25	n/a	n/a	n/a
+sub-HS26	n/a	n/a	n/a
+sub-HS27	n/a	n/a	n/a
+sub-HS28	n/a	n/a	n/a
+sub-HS29	n/a	n/a	n/a
+sub-HS3	n/a	n/a	n/a
+sub-HS30	n/a	n/a	n/a
+sub-HS4	n/a	n/a	n/a
+sub-HS5	n/a	n/a	n/a
+sub-HS6	n/a	n/a	n/a
+sub-HS7	n/a	n/a	n/a
+sub-HS8	n/a	n/a	n/a
+sub-HS9	n/a	n/a	n/a
+sub-MDDS1	n/a	n/a	n/a
+sub-MDDS10	n/a	n/a	n/a
+sub-MDDS11	n/a	n/a	n/a
+sub-MDDS12	n/a	n/a	n/a
+sub-MDDS13	n/a	n/a	n/a
+sub-MDDS14	n/a	n/a	n/a
+sub-MDDS15	n/a	n/a	n/a
+sub-MDDS16	n/a	n/a	n/a
+sub-MDDS17	n/a	n/a	n/a
+sub-MDDS18	n/a	n/a	n/a
+sub-MDDS19	n/a	n/a	n/a
+sub-MDDS2	n/a	n/a	n/a
+sub-MDDS20	n/a	n/a	n/a
+sub-MDDS21	n/a	n/a	n/a
+sub-MDDS22	n/a	n/a	n/a
+sub-MDDS23	n/a	n/a	n/a
+sub-MDDS24	n/a	n/a	n/a
+sub-MDDS25	n/a	n/a	n/a
+sub-MDDS26	n/a	n/a	n/a
+sub-MDDS27	n/a	n/a	n/a
+sub-MDDS28	n/a	n/a	n/a
+sub-MDDS29	n/a	n/a	n/a
+sub-MDDS3	n/a	n/a	n/a
+sub-MDDS30	n/a	n/a	n/a
+sub-MDDS31	n/a	n/a	n/a
+sub-MDDS32	n/a	n/a	n/a
+sub-MDDS33	n/a	n/a	n/a
+sub-MDDS34	n/a	n/a	n/a
+sub-MDDS4	n/a	n/a	n/a
+sub-MDDS5	n/a	n/a	n/a
+sub-MDDS6	n/a	n/a	n/a
+sub-MDDS7	n/a	n/a	n/a
+sub-MDDS8	n/a	n/a	n/a
+sub-MDDS9	n/a	n/a	n/a

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-P300_desc-preproc_channels.tsv

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+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesClosed_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	0	0	0
+5.0	5.0	0	1000	0
+10.0	5.0	0	2000	0
+15.0	5.0	0	3000	0
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sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesOpen_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS11/eeg/sub-HS11_task-eyesOpen_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	0	0	0
+5.0	5.0	0	1000	0
+10.0	5.0	0	2000	0
+15.0	5.0	0	3000	0
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+215.0	5.0	0	43000	0
+220.0	5.0	0	44000	0
+225.0	5.0	0	45000	0
+230.0	5.0	0	46000	0
+235.0	5.0	0	47000	0
+240.0	5.0	0	48000	0
+245.0	5.0	0	49000	0
+250.0	5.0	0	50000	0
+255.0	5.0	0	51000	0
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+265.0	5.0	0	53000	0
+270.0	5.0	0	54000	0
+275.0	5.0	0	55000	0
+280.0	5.0	0	56000	0
+285.0	5.0	0	57000	0
+290.0	5.0	0	58000	0
+295.0	5.0	0	59000	0

sourcedata/braindecode/sub-HS14/eeg/sub-HS14_task-P300_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesClosed_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	0	0	0
+5.0	5.0	0	1000	0
+10.0	5.0	0	2000	0
+15.0	5.0	0	3000	0
+20.0	5.0	0	4000	0
+25.0	5.0	0	5000	0
+30.0	5.0	0	6000	0
+35.0	5.0	0	7000	0
+40.0	5.0	0	8000	0
+45.0	5.0	0	9000	0
+50.0	5.0	0	10000	0
+55.0	5.0	0	11000	0
+60.0	5.0	0	12000	0
+65.0	5.0	0	13000	0
+70.0	5.0	0	14000	0
+75.0	5.0	0	15000	0
+80.0	5.0	0	16000	0
+85.0	5.0	0	17000	0
+90.0	5.0	0	18000	0
+95.0	5.0	0	19000	0
+100.0	5.0	0	20000	0
+105.0	5.0	0	21000	0
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+160.0	5.0	0	32000	0
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+175.0	5.0	0	35000	0
+180.0	5.0	0	36000	0
+185.0	5.0	0	37000	0
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+280.0	5.0	0	56000	0
+285.0	5.0	0	57000	0
+290.0	5.0	0	58000	0
+295.0	5.0	0	59000	0

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesOpen_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 304.695,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS21/eeg/sub-HS21_task-eyesOpen_desc-preproc_events.tsv

@@ -0,0 +1,62 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	0	0	0
+5.0	5.0	0	1000	0
+10.0	5.0	0	2000	0
+15.0	5.0	0	3000	0
+20.0	5.0	0	4000	0
+25.0	5.0	0	5000	0
+30.0	5.0	0	6000	0
+35.0	5.0	0	7000	0
+40.0	5.0	0	8000	0
+45.0	5.0	0	9000	0
+50.0	5.0	0	10000	0
+55.0	5.0	0	11000	0
+60.0	5.0	0	12000	0
+65.0	5.0	0	13000	0
+70.0	5.0	0	14000	0
+75.0	5.0	0	15000	0
+80.0	5.0	0	16000	0
+85.0	5.0	0	17000	0
+90.0	5.0	0	18000	0
+95.0	5.0	0	19000	0
+100.0	5.0	0	20000	0
+105.0	5.0	0	21000	0
+110.0	5.0	0	22000	0
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+130.0	5.0	0	26000	0
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+140.0	5.0	0	28000	0
+145.0	5.0	0	29000	0
+150.0	5.0	0	30000	0
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+175.0	5.0	0	35000	0
+180.0	5.0	0	36000	0
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+190.0	5.0	0	38000	0
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+200.0	5.0	0	40000	0
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+215.0	5.0	0	43000	0
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+240.0	5.0	0	48000	0
+245.0	5.0	0	49000	0
+250.0	5.0	0	50000	0
+255.0	5.0	0	51000	0
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+285.0	5.0	0	57000	0
+290.0	5.0	0	58000	0
+295.0	5.0	0	59000	0
+300.0	5.0	0	60000	0

sourcedata/braindecode/sub-HS3/eeg/sub-HS3_task-P300_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS3/eeg/sub-HS3_task-P300_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "P300",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 604.395,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS3/eeg/sub-HS3_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 304.695,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS30/eeg/sub-HS30_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS30/eeg/sub-HS30_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS30/eeg/sub-HS30_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS30/eeg/sub-HS30_task-eyesOpen_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
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+5.0	5.0	0	1000	0
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sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-P300_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-P300_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "P300",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 599.4,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-P300_desc-preproc_events.tsv

@@ -0,0 +1,121 @@
+onset	duration	trial_type	sample	value
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sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-eyesClosed_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	0	0	0
+5.0	5.0	0	1000	0
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+15.0	5.0	0	3000	0
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sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-eyesOpen_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-HS9/eeg/sub-HS9_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-P300_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-P300_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "P300",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 634.365,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-P300_desc-preproc_events.tsv

@@ -0,0 +1,128 @@
+onset	duration	trial_type	sample	value
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sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 294.705,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-eyesOpen_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS19/eeg/sub-MDDS19_task-eyesOpen_desc-preproc_events.tsv

@@ -0,0 +1,60 @@
+onset	duration	trial_type	sample	value
+0.0	5.0	1	0	1
+5.0	5.0	1	1000	1
+10.0	5.0	1	2000	1
+15.0	5.0	1	3000	1
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sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-P300_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-P300_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "P300",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 634.365,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-P300_desc-preproc_events.tsv

@@ -0,0 +1,128 @@
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sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesClosed_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesClosed_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesClosed",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesClosed_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
+onset	duration	trial_type	sample	value
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sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesOpen_desc-preproc_channels.tsv

@@ -0,0 +1,20 @@
+name	type	units	low_cutoff	high_cutoff	description	sampling_frequency	status	status_description
+Fp1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fp2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F7	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Fz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+F8	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Cz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+C4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T5	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P3	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+Pz	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+P4	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+T6	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O1	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a
+O2	EEG	V	0.5	80.0	ElectroEncephaloGram	200.0	good	n/a

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesOpen_desc-preproc_eeg.json

@@ -0,0 +1,19 @@
+{
+  "TaskName": "eyesOpen",
+  "Manufacturer": "n/a",
+  "PowerLineFrequency": "n/a",
+  "SamplingFrequency": 200.0,
+  "SoftwareFilters": "n/a",
+  "RecordingDuration": 299.7,
+  "RecordingType": "epoched",
+  "EEGReference": "n/a",
+  "EEGGround": "n/a",
+  "EEGPlacementScheme": "based on the extended 10/20 system",
+  "EEGChannelCount": 19,
+  "EOGChannelCount": 0,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0,
+  "MiscChannelCount": 0,
+  "TriggerChannelCount": 0,
+  "EpochLength": 4.995
+}

sourcedata/braindecode/sub-MDDS26/eeg/sub-MDDS26_task-eyesOpen_desc-preproc_events.tsv

@@ -0,0 +1,61 @@
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