https://github.com/coganlab/sentencerep_analysis
Analysis of the Sentence Rep Data
https://github.com/coganlab/sentencerep_analysis
Last synced: 8 months ago
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Analysis of the Sentence Rep Data
- Host: GitHub
- URL: https://github.com/coganlab/sentencerep_analysis
- Owner: coganlab
- Created: 2022-08-26T03:44:09.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-02-07T00:20:53.000Z (over 1 year ago)
- Last Synced: 2025-02-07T01:24:17.877Z (over 1 year ago)
- Language: Python
- Homepage: https://coganlab.pages.oit.duke.edu/wiki/
- Size: 58.3 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 2
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Metadata Files:
- Readme: README.md
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README
# SentenceRep Analysis
Python and MATLAB code for analysis of sentence repetition data.
## Task
- Subjects performed a repetition task where they listened to a single word or sentence and then either:
- repeated after a delay
- mimed after a delay
- passively listened
- Statistical significance of the high gamma response (HG, 70-150 Hz) for each time point on each electrode served as an index of local neural computation (cluster-corrected at p < 0.05).
## Resources
### Background
[Sensory-motor transformations for speech occur bilaterally](https://www.nature.com/articles/nature12935)
[Manipulating stored phonological input during verbal working memory](https://www.nature.com/articles/nn.4459)
### Tools
[tslearn](https://tslearn.readthedocs.io/en/stable/index.html)
[scikit-learn](https://scikit-learn.org/stable/index.html)