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EEG-EMG analysis of beta-band suppression and corticomuscular coherence during anticipation of nociceptive stimuli. Includes custom Python scripts using MNE.

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README

This repository contains code from an ongoing project investigating the suppression of beta-band oscillations and corticomuscular coherence during the anticipation of a nociceptive stimulus.

Specifically, the project examines:

  • Suppression of beta-band activity in the contralateral somatosensory cortex (EEG)
  • Ipsilateral muscular activity in the forearm (EMG)
  • Changes in corticomuscular coherence during stimulus anticipation

Notes

  • This is an ongoing project. The code may be updated or revised over time.
  • The scripts are tailored to the structure of our data and may not work directly with other datasets without modification.

The code uses a range of Python packages, including:

  • MNE – for EEG preprocessing and analysis
  • SciPy – for scientific computing
  • Statsmodels – for statistical modeling and inference
  • Other standard libraries as needed

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EEG-EMG analysis of beta-band suppression and corticomuscular coherence during anticipation of nociceptive stimuli. Includes custom Python scripts using MNE.

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