Welcome to KuramotoNetworksPackage’s documentation!

KuramotoNetworksPackage is a repository (that can be used as a python library) to simulate the Partially Forced and Delayed Kuramoto model. Also, it contains scripts with useful tools to do network analysis and functional analysis, with a computational neuroscience focus.

This repository is parte of the research Project Anillo ANID “Vibrain”.

Visit us here: Vibrain Web

The analysis tools are under development!

The inspiration of the model comes form Steven Strogatz and Joana Cabral works.

Dynamic Modes Decomposition uses the pyDMD library.

• Model
  • Kuramoto model
  • Configuration file parser
• Analysis Tools
  • Cluster analysis
  • Analysis of connectivity matrices
  • Control and Linear Systems tools
  • Dynamic Modes Decomposition tools
  • Frequency-domain analysis tools
  • Synchrony analysis tools
• Plot Tools
  • Animation of Kuramoto Order Parameter
  • Circular plots
  • Linear time invariant systems plots
  • Networkx plots
  • Scatter plots
  • Video for the two nodes system
• Simulations
  • Test Model
  • Test Model with configuration file
• Summary

Model Documentation for code inside model module.

Analysis Tools Documentation for code inside analysis module.

Plot Tools Documentation for code inside plot module.

Simulations Documentation for code inside simulations directory

Indices and tables

• Index

• Module Index

• Search Page