kuramoto-brain-network
CommunityKuramoto brain network phase dynamics simplified.
Education & Research#synchronization#neuroscience#kuramoto#brain-network#phase-coupling#oxytocin#spectral-clustering
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Kuramoto-brain-network analysis provides a principled framework to study brain network phase dynamics and how neuromodulators affect synchronization patterns.
Core Features & Use Cases
- Phase-dynamics modeling of brain networks with Kuramoto oscillators
- Phase extraction from fMRI signals using Hilbert transform
- Estimation of coupling strength from phase differences
- Detection of functional communities via spectral clustering
- Comparative analysis of conditions (e.g., oxytocin vs placebo)
- End-to-end workflow for simulation, analysis, and interpretation
Quick Start
Run a Kuramoto-brain-network analysis on your neuroimaging data to compute phase coherence, coupling strength, and community structure.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: kuramoto-brain-network Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#kuramoto-brain-network Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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