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A project exploring and reviewing the analysis and discussion of aperiodic neural activity through time.

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Aperiodic History

AperiodicHistory project repository: an overview on historical work on aperiodic neural activity.

Preprint

Overview

The study of aperiodic neural activity has recently a relatively become feature of interest in analyses of neuro-electrophysiological recordings. In doing so, it is become to note that aperiodic activity has historically been ignored and under-examined. While this is broadly the case, there has also consistently been explicit examination of aperiodic activity dating back to the early days of EEG, even if this work was often under-appreciated. This project provides an overview of historical work on the study of aperiodic neural activity.

Project Guide

This project is a perspective / review of the historical literature. This project repository does some literature collections and analyses as part of the project.

This project includes an annotated bibliography, which is available in the annotated_bibliography folder.

You can step through all literature collection and analyses in the Literature related Jupyter notebooks. An additional notebook creates the example figures used in the manuscript. The local folder contains some local code for this project.

Reference

This project is described in the following preprint:

Donoghue T. A historical overview of the study of aperiodic neural activity
PsyRxiv. DOI: 10.31234/osf.io/zrvxa

Direct Link: https://doi.org/10.31234/osf.io/zrvxa

Requirements

This project was written in Python3 and requires Python >= 3.8 to run.

If you want to re-run this project, you will need some external dependencies.

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A project exploring and reviewing the analysis and discussion of aperiodic neural activity through time.

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