WebFeb 21, 2024 · In order to examine whether or not a network does satisfy the small-worldness property, three Graph Theoretic metrics are calculated across a range of intra-cluster rewiring probabilities, \... WebApr 11, 2024 · We chose Vinck’s dbWPLI (Vinck et al., 2011) as a connectivity measure, as it was shown to produce the highest stability and test-retest reliability of graph metrics (whole brain connectivity, normalized weighted clustering coefficient, normalized weighted path length, small worldness index), when data are segmented into 120 1-second epochs ...
Use of Electroencephalography for the Study of Gain-Loss
WebThe Small World Index (SWI) is defined as = Both ω′ and SWI range between 0 and 1, and have been shown to capture aspects of small-worldness. However, they adopt slightly … WebThe small-world coefficient is defined as: sigma = C/Cr / L/Lr where C and L are respectively the average clustering coefficient and average shortest path length of G. Cr and Lr are respectively the average clustering coefficient and average shortest path length of an equivalent random graph. god of war hidden areas
networkx.algorithms.smallworld — NetworkX 3.1 documentation
WebSource code for networkx.algorithms.smallworld. """Functions for estimating the small-world-ness of graphs. A small world network is characterized by a small average shortest path length, and a large clustering coefficient. Small-worldness is commonly measured with the coefficient sigma or omega. Both coefficients compare the average clustering ... WebTo consider a network as "smallworld", it is also suggested to inspect that the network has a transitivity substantially higher than comparable random networks and that its average … WebFeb 25, 2016 · The small-world index 15,16 is the most common statistic to quantify small-world structure in binary networks, but produces values greater than one for a large range … god of war heros