[Dataset] Add PLoS One MI dataset - 12 subjects, Grasp/Elbow/Rest
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Description
Dataset Information
- Name: Motor Imagery dataset - Grasp and Elbow
- Paradigm: Motor Imagery
- Number of Subjects: 12
- Classes: Grasp, Elbow, rest
- Paper: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0174161
Description
Motor imagery dataset with 12 subjects performing grasp and elbow movement imagery.
Related
Suggested by @alexandrebarachant in this comment
This issue is a sub-issue of #1 (Discover new datasets)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the parent issue #1 and the linked PLoS One paper to understand the requested dataset and its 12-subject Grasp, Elbow, and rest classes. Compare existing dataset integrations in the repository, then add this dataset following the established pattern and verify that its metadata and loading behavior match the paper.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100