Small-worldness
WebSep 21, 2016 · This serves as a reminder that the network phenotype of small-worldness can be generated by many different mechanisms and the biological mechanisms … WebIn mathematics and social psychology, a small-world network is a class of random graphs where most nodes are not neighbors of one another, but most nodes can be reached from every other by a small number of hops or steps.
Small-worldness
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WebOur findings imply that the intrinsic small-worldness of the brain network might be a potential neurobiological contributor that interacts with the intellectual engagement in … WebResults: The small-worldness of the brain network emerged as a moderator of the association between intellectual engagement and cognition. Exclusively among elderly people with lower small-worldness, greater intellectual engagement, including the frequency and participation hours of activities, was associated with greater global cognitive function.
WebComputes the small-worldness measure of a network RDocumentation. Search all packages and functions. NetworkToolbox (version 1.4.2) Description. Usage Arguments. Value. Details. References, , Examples Run this code # NOT RUN {# Pearson's correlation ... WebOct 5, 2015 · A small-world network is a type of mathematical graph in which most nodes are not neighbors of one another, but most nodes can be reached from every other by a …
WebFunctions 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. … WebJul 1, 2011 · This paper extends the definition of Small-worldness to weighted complex networks and uses it to assess the robustness of Cyber-physical Critical Infrastructure …
WebFeb 10, 2024 · So far we have shown that increasing small-worldness favours network inference, obtaining success rates that appear robust to changes in the degree …
WebNov 27, 2013 · We found that small-worldness and modularity decreased with normal aging, while node strength of the sensorimotor regions in the elderly was notably increased. … income limits on 529 plansWebAug 12, 2024 · Small-worldness calculated from ICOH was significantly lower than SW calculated from MSC and SL for all graph densities analyzed in the current study. For MSC and SL, SW was mostly above 1 or close to 1, indicating these networks have better or similar small-world properties compared to a random network. For ICOH, most values of … incept-sportWebJul 1, 2011 · Interestingly, in many cases, the small-worldness of violated networks increased as more nodes underwent an attack. This indicates an important role of the hub nodes in controlling the small-worldness of Watts–Strogatz networks. The profile of changes in the small-worldness as a result of errors/attacks was independent of network … income limits on disability social securityWebFeb 25, 2016 · To quantify the extent to which a network displays small-world structure, we define the Small-World Propensity, ϕ, to reflect the deviation of a network’s clustering … income limits on hsaWebBoth density and small worldness increase rapidly starting in 2003, reaching a maximum in 2004 and decreasing rapidly, falling to zero in 2005. The observed temporal development is more pronounced for small worldness, by an order of magnitude. More specifically, the small worldness increase is about by 3000%, while the density increase is about ... income limits on home possibleWebMar 8, 2016 · Small-World Property, Small-Word Networks, and Small-Worldness. While the SW construct has enjoyed vast popularity in the neuroscience community, a careful look at the literature shows that the various studies resorted to three different though related definitions of SW, which turn out to be nested into each other. income limits on ev tax creditWebFeb 18, 2024 · Small-worldness (S): characterized by simultaneously high cluster coefficient (C) and similar characteristic path length (L) as random networks; small world was calculated as: ... incepta home page