/MEGparam

MEG data analyses for the Parameterizing Neural Power Spectra paper.

Primary LanguageJupyter NotebookMIT LicenseMIT

MEG - Spectral Parameterization

Project repository, part of the parameterizing neural power spectra project.

This repository applies spectral parameterization to MEG data.

Paper

Overview

This repository applies the spectral parameterization algorithm to MEG data.

Analyses include:

  • applying power spectrum parameterization to a large dataset of resting state MEG data
  • exploring the spectral parameters across the cortex with source projected data

Project Guide

You can follow along with this project by looking through everything in the notebooks.

Reference

The analyses in this repository were done as part of the parameterizing neural power spectra paper.

A guide to all the analyses included in this paper is available here.

Requirements

This project was written in Python 3 and requires Python >= 3.7 to run.

Dependencies include 3rd party scientific Python packages:

In addition to general scientific Python packages, this analysis requires:

Repository Layout

This project repository is set up in the following way:

  • notebooks/ is a collection of Jupyter notebooks that step through the project and create the figures

Data

This project uses magnetoencephalograpy (MEG) data, from the HCP project.