[Dataset] Add datasets from ResearchGate public EEG list

Dataset Information

• Name: ResearchGate Public EEG Datasets Discussion
• Link: https://www.researchgate.net/post/Are-there-any-public-EEG-data-sets-that-one-can-try-their-hands-on
• Type: META-LIST (community discussion thread)

Description

A ResearchGate discussion thread where researchers have shared links to various public EEG datasets over several years. This thread aggregates community knowledge about available EEG data sources, though many links may be duplicates of datasets listed in other meta-lists or already implemented in MOABB.

Note: This resource requires manual review as ResearchGate discussion threads are not directly scrapeable. The content below is based on commonly mentioned datasets in such discussions.

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Commonly Referenced Datasets (to verify against thread)

Likely Already in MOABB

• BCI Competition datasets - Multiple implemented via BNCI
• PhysioNet EEG Motor Movement/Imagery - PhysionetMI
• DEAP - Emotion dataset (not BCI-focused)
• ERP CORE - All 7 paradigms implemented

Commonly Mentioned BCI Datasets to Verify

• BCI Competition II - Dataset III (P300 Speller)
• BCI Competition III - Dataset IIIa (Motor Imagery, 3 subjects)
• BCI Competition III - Dataset IVa (Motor Imagery, 5 subjects)
• BCI Competition IV - Dataset 1 (Motor Imagery)
• BCI Competition IV - Dataset 2a (Motor Imagery) - Likely BNCI2014_001
• BCI Competition IV - Dataset 2b (Motor Imagery) - Likely BNCI2014_004

Other Frequently Mentioned Sources

• Kaggle BCI Challenge - Grasp-and-Lift EEG Detection
• OpenBCI sample datasets
• Emotiv sample datasets
• MindBigData - MNIST of Brain Data (consumer-grade EEG)

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Verification Tasks

Since this is a discussion thread, someone should:

1. Visit the ResearchGate thread and extract all unique dataset links
2. Cross-reference with datasets already in MOABB
3. Cross-reference with other meta-lists (#913 OpenLists, #916 FieldTrip, #914 meagmohit)
4. Create individual issues for any unique, BCI-relevant datasets not yet tracked

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Known Overlaps with Other Meta-Issues

Many datasets mentioned in ResearchGate discussions are likely duplicates of:

• #913 - OpenLists ElectrophysiologyData (comprehensive GitHub list)
• #914 - meagmohit EEG-Datasets list
• #916 - FieldTrip Open Data page
• #909 - Neurocomputing 2024 review paper datasets

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Access Limitations

• ResearchGate may require login to view full discussion
• Links in older posts may be broken
• Some datasets may have moved or been deprecated

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Notes

This is a META-ISSUE pointing to a discussion thread. The thread should be manually reviewed to extract actionable dataset links. Priority should be given to datasets not covered by other meta-lists.

Recommendation: Focus efforts on the more structured meta-lists (#913, #916) first, as they are better maintained and organized. Use this thread as a supplementary discovery resource.

Related

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

Start by reviewing the ResearchGate discussion and comparing its dataset links with MOABB and meta-lists #913, #914, and #916. Check which entries are duplicates, inaccessible, or already implemented. Done means identifying unique BCI-relevant datasets and creating individual issues for those not already tracked, while noting that this issue is supplementary to the more structured lists.