[Dataset] Add datasets from OpenLists ElectrophysiologyData repository

Dataset Information

• Name: OpenLists ElectrophysiologyData
• Repository: https://github.com/openlists/ElectrophysiologyData
• Type: META-LIST (curated collection of 100+ datasets)

Description

A comprehensive, community-maintained GitHub repository that curates openly available electrophysiology datasets. The repository organizes datasets by category (large-scale projects, BCI-focused, cognitive tasks, movement/motor, sleep, clinical populations, etc.) and provides direct links to data repositories including OpenNeuro, PhysioNet, Figshare, OSF, and GigaDB.

This is a valuable discovery resource for identifying new datasets to add to MOABB.

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Datasets Already in MOABB

• ERP CORE - All 7 paradigms implemented (ErpCore2021_ERN, ErpCore2021_LRP, ErpCore2021_MMN, ErpCore2021_N170, ErpCore2021_N2pc, ErpCore2021_N400, ErpCore2021_P3)
• BNCI Horizon 2020 - Multiple datasets implemented (see BNCI issues #919-#935)
• PhysioNet Motor Movement/Imagery - 109 subjects (PhysionetMI)
• GigaDB Motor Imagery (Cho2017) - 52 subjects (Cho2017)
• Grasp and Lift - 12 subjects (related to #942 Luciw2014)

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BCI-Relevant Datasets to Add (High Priority)

Motor Imagery

• EEG/BCI Sensorimotor Longitudinal - 62 subjects, longitudinal MI data (Figshare) - See #940
• Mental Imagery for BCI - 17 subjects, 4 mental imagery tasks (Figshare)
• EEG BCI Mental Imagery Multi-Session - 13 subjects (Figshare)

SSVEP

• Multi-day SSVEP - 30 subjects (GigaDB)

P300/ERP

• Nencki-Symfonia EEG/ERP - 42 subjects, high-density EEG, oddball paradigm (GigaDB)
• Visual Oddball Task - 18 subjects (NITRC)

Multi-Paradigm

• An EEG/BCI Multi-Paradigm Dataset - 54 subjects, multiple paradigms & sessions (GigaDB)
• Mobile BCI (Scalp & Ear EEG) - 24 subjects, ERP & SSVEP while moving (OSF) - See #877

Inner Speech / Covert

• EEG/BCI Inner Speech Recognition - 10 subjects (OpenNeuro) - See #876

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Cognitive Task Datasets (Medium Priority)

• EEG Working Memory Task (ERP) - 104 subjects (OSF)
• Visual Attention Task (Covert) - 50 subjects (OSF)
• Large EEG Dataset - Gambling Task - 500 subjects (OSF)
• RSVP Task - 50 subjects (OpenNeuro) - See #900

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Movement/Motor Execution Datasets

• EEG Motion Capture Treadmill Walking - 8 subjects (Figshare)
• EEG During Perturbed Walking & Standing - 30 subjects (Data in Brief)
• Post-Stroke Arm Motion Dataset - 45 subjects with EEG (Harvard Dataverse)

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Large-Scale / Resting State (Lower BCI Priority)

• HBN (Healthy Brain Networks) - ~1000 subjects (developmental focus)
• LEMON - 228 subjects (resting state, multimodal)
• TUH EEG Corpus - 30,000+ clinical recordings
• TDBRAIN - 1,200 subjects clinical EEG
• Cuban Human Brain Mapping - 282 subjects

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Datasets with Existing Issues

Dataset	Issue
Inner Speech	#876
Mobile BCI	#877
RSVP	#900
Grasp and Lift (Luciw2014)	#942
Walking datasets	#943, #944
Longitudinal MI (Zhou2020)	#940

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Data Repositories to Monitor

The OpenLists repository also links to these data repositories which should be periodically checked for new BCI-relevant datasets:

• OpenNeuro - BIDS-formatted neuroimaging
• PhysioNet - Physiological data
• Figshare - General scientific data
• OSF - Open Science Framework
• GigaDB - Genomics/neuroscience data
• Zenodo - Research data repository

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Notes

This is a META-ISSUE for tracking datasets from the OpenLists repository. Individual datasets should have their own issues created when someone begins implementation work.

Related

This issue is a sub-issue of #1 (Discover new datasets)

Start with the OpenLists ElectrophysiologyData repository and the dataset checklist in this issue, then review the linked existing issues and parent issue #1. This is a meta-issue rather than a single implementation task; done means selecting an individual dataset and creating or working from a dedicated implementation issue.