Crate ruv_neural_graph 

rUv Neural Graph – Brain connectivity graph construction from neural signals.

This crate builds brain connectivity graphs from multi-channel neural time series data, provides graph-theoretic metrics, spectral analysis, and temporal dynamics tracking for brain topology research.

Modules

• atlas – Brain atlas definitions (Desikan-Killiany 68 regions)
• constructor – Graph construction from connectivity matrices and time series
• petgraph_bridge – Convert between BrainGraph and petgraph types
• metrics – Graph-theoretic metrics (efficiency, clustering, centrality)
• spectral – Spectral graph properties (Laplacian, Fiedler value)
• dynamics – Temporal graph dynamics and topology tracking

Re-exports

pub use atlas::load_atlas;

pub use atlas::AtlasType;

pub use constructor::BrainGraphConstructor;

pub use dynamics::TopologyTracker;

pub use metrics::betweenness_centrality;

pub use metrics::clustering_coefficient;

pub use metrics::degree_distribution;

pub use metrics::global_efficiency;

pub use metrics::graph_density;

pub use metrics::local_efficiency;

pub use metrics::modularity;

pub use metrics::node_degree;

pub use metrics::small_world_index;

pub use petgraph_bridge::from_petgraph;

pub use petgraph_bridge::to_petgraph;

pub use spectral::fiedler_value;

pub use spectral::graph_laplacian;

pub use spectral::normalized_laplacian;

pub use spectral::spectral_gap;

Modules

atlas

Brain atlas definitions with built-in parcellations.

constructor

Graph construction from connectivity matrices and multi-channel time series.

dynamics

Temporal graph dynamics: tracking topology metrics over time.

metrics

Graph-theoretic metrics for brain connectivity analysis.

petgraph_bridge

Petgraph bridge: convert between BrainGraph and petgraph types.

spectral

Spectral graph properties: Laplacian matrices, Fiedler value, spectral gap.