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Add gastropy.neuro.eeg and gastropy.neuro.meg modules #3

@micahgallen

Description

@micahgallen

Summary

Implement EEG and MEG sub-modules within gastropy.neuro for gastric-brain coupling analysis with electrophysiological data.

Scope

EEG (gastropy.neuro.eeg)

  • EEG-EGG phase synchrony computation
  • Frequency-band specific coupling (e.g., gastric-alpha, gastric-theta)
  • Sensor-level and source-level PLV

MEG (gastropy.neuro.meg)

  • MEG-EGG coupling analysis
  • Source localization integration
  • Sensor-level PLV maps

Design Notes

  • Should follow the same layered pattern as gastropy.neuro.fmri: thin wrappers that call into the modality-agnostic gastropy.coupling module.
  • MNE-Python is the natural dependency for EEG/MEG I/O and preprocessing.
  • Empty placeholder modules already exist at gastropy/neuro/eeg.py and gastropy/neuro/meg.py.

Related

Part of the JOSS submission roadmap (JOSS_ROADMAP.md).

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