Developmental patterns of the C. elegans neural circuits using community detection - PubMed
5 hours ago
- #C. elegans
- #neural development
- #community detection
- The study employs an enhanced BIGCLAM community detection algorithm to analyze developmental neural circuits in C. elegans from L1 larvae to adults, using weighted and directed connectome data.
- Neural circuits begin small and simple in early development, then expand in size, structural complexity, and functional diversity in later stages, with neurons integrating sequentially into functional assemblies.
- This progression supports a shift from basic survival behaviors to complex behavioral repertoires, and the topological framework allows efficient, quasi-precise circuit detection with minimal resources compared to traditional experimental methods.