[Dataset] Add Brantley2018 Walking Motor Execution dataset
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 1.1k
- Forks
- 264
- Avg merge
- 1d 13m
- Merged PRs (30d)
- 23
Description
Dataset Information
| Field | Value |
|---|---|
| Name | Brantley2018 |
| Subjects | 10 |
| Channels | 60 |
| Sampling Rate | 1000 Hz |
| Paradigm | Motor Execution |
| Tasks | Walking on level ground, ramps, stairs |
| Publication | Scientific Data (Nature), 2018 |
| DOI | 10.1038/sdata.2018.133 |
Description
Motor execution during locomotion on different surfaces. EEG recorded while walking on level ground, up/down ramps, and up/down stairs.
Source
Identified from Gwon et al. 2023 review paper (DOI: 10.3389/fnhum.2023.1134869)
Notes
- Motor Execution (not MI) - may need new paradigm class
- Unique gait/locomotion paradigm
Related
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 by reviewing the repository's existing dataset integrations and paradigm classes, using the Brantley2018 metadata and the linked review as the specification. Done means the dataset is represented with its 10 subjects, 60 channels, 1000 Hz sampling rate, walking tasks, and appropriate motor-execution handling, with the relevant tests passing.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100