Hierarchical modularity in human brain functional networks
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Abstract
The idea that complex systems have a hierarchical modular organization originated in the early 1960s and has recently attracted fresh support from quantitative studies of large scale, real-life networks. Here we investigate the hierarchical modular (or "modules-within-modules") decomposition of human brain functional networks, measured using functional magnetic resonance imaging in 18 healthy volunteers under no-task or resting conditions. We used a customized template to extract networks with more than 1800 regional nodes, and we applied a fast algorithm to identify nested modular structure at several hierarchical levels. We used mutual information, 0
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1Topics & keywords
Topics
Keywords
- Modularity (biology)
- Modular design
- Computer science
- Hierarchy
- Hierarchical organization
- Functional magnetic resonance imaging
- Similarity (geometry)
- Complex network
UN Sustainable Development Goals
- Responsible consumption and production
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