https://github.com/coganlab/sentencerep_analysis

Analysis of the Sentence Rep Data
https://github.com/coganlab/sentencerep_analysis

Last synced: 13 days 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 (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-25T20:05:17.000Z (19 days ago)
• Last Synced: 2024-10-26T18:46:14.162Z (18 days ago)
• Language: Python
• Homepage: https://coganlab.pages.oit.duke.edu/wiki/
• Size: 26.7 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 2
• 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)