brainconn.centrality.subgraph_centrality

subgraph_centrality(CIJ)

The subgraph centrality of a node is a weighted sum of closed walks of different lengths in the network starting and ending at the node. This function returns a vector of subgraph centralities for each node of the network.

Parameters:

• CIJ (NxN numpy.ndarray) – binary adjacency matrix
• Cs (Nx1 numpy.ndarray) – subgraph centrality