Small-worldness index

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August undefined, 2024

WebDec 21, 2024 · Further analyses of brain networks suggested the loss decision-making brain network to have a larger small-worldness index given individuals' loss aversion. Taken … WebHumphries and Gurney [ 34] introduced a small-worldness metric which uses the network-average clustering coefficient and path length values, relative to these metrics for random networks, to provide an overview of connectivity in the entire network.

Small-world network - Wikipedia

WebJan 5, 2024 · Ketamine and CP-101,606 diminished the global clustering coefficient and small-worldness index. At the nodal level, all compounds induced increased connectivity of the regions mediating reward and cognitive aspects of emotional processing, such as ventromedial prefrontal cortex, septal nuclei, and nucleus accumbens. WebHosted on the Open Science Framework song ivory palaces

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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 … http://www.sachaepskamp.com/qgraph/reference/smallworldness.html#:~:text=The%20small-worldness%20index%20is%20then%20computed%20as%20the,the%20transitivity%20and%20the%20average%20shortest%20path%20length. WebSep 13, 2024 · Exploratory partial Pearson’s correlation analyses showed that the small-worldness indices were positively correlated with ALSFRS ( r = 0.27, P = 0.017, Fig. 3 a); the degree centrality of the right medial orbital frontal cortex was negatively correlated with depression symptoms ( r = − 0.30, P = 0.011) (Fig. 3 b) and the nodal efficiency of the … smallest cities in wa state

R: Compute the small-worldness index.

WebInclusion criteria for CTS patients are as follows: (1) pain, numbness, and tingling in median nerve-innervated territories for more than 3 mo, which were typically worse at night; (2) positive Tinel sign or Phalen's test2; (3) nerve conduction studies indicated mild (distal sensory latency > 3.7 ms) or moderate (distal sensory latency > 3.7 ms … 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. song ive changed way back a year ago lyricsWebMay 30, 2024 · The network measure of small-worldness index in patients with cluster headache was lower than that in healthy controls (0.844 vs. 0.955, p = 0.004). Conclusion. … song i\u0027ve got my stretchy pants on

"WebJul 29, 2024 · Finally, the small-worldness index (SWI) reflects the efficiency of the functional organisation of the network or graph, and is measured as the ratio between the normalised clustering coefficient ... " - Small-worldness index

Small-worldness index

Small-World Propensity and Weighted Brain Networks

http://www.endmemo.com/rfile/qgr_smallworldness.php WebDec 21, 2024 · Based on previous data processing, the small-worldness index (σ), clustering coefficient (γ), and characteristic path length (λ) were calculated in each frequency band …

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WebApr 15, 2024 · Such a network has a small-world index >1, including a clustering coefficient that has a ratio > 1 compared to random networks, and a characteristic path length with a ratio close to 1 that is like that of random networks. ... Corresponding small-worldness and network measures in both TTM and controls suggest brain networks that generally have ... 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 ...

WebJul 11, 2024 · The small-worldness index has also been calculated to. extract topology descriptors of brain networks to understand. WM phases [19]. These indicators are e ... WebЕсть статья, где это именуется «Архитектура Small-world, Small-worldness («мир тесен», «маленький мир»)», есть 3 диссертации, где это возможно освещается 1, 2, 3, но платить за них деньги жаба душит.

WebOct 13, 2024 · The small-worldness index S provides a canonical measure of the degree to which a network is small-world. Here, we take a slightly modified version, ... WebApr 30, 2008 · A network is now deemed a ‘small-world’ if S>1 - an assertion which may be tested statistically. We then examined the behavior of S on a large data-set of real-world …

WebNov 28, 2024 · From Table 5, within global topological properties three groups had a small-world connectome organisation, as the mean small-worldness index was greater than one. There were statistically significant differences in terms of small-worldness index (p = 0.004). Patients receiving chemotherapy had the lowest mean small-worldness index, …

http://www.sachaepskamp.com/qgraph/reference/smallworldness.html song i understand by herman hermitsWebApr 18, 2015 · The small-worldness is believed to be a crucial aspect of efficient brain organization that confers significant advantages in signal processing (e.g., Lago-Fernández et al. 2000 ). song i use to rule the worldWebCompute the small-worldness index (Humphries & Gurney, 2008) relying on the global transitity of the network (Newman, 2003) and on its average shortest path length. Usage smallworldness (x, B = 1000, up = 0.995, lo = 0.005) Arguments Details The function computes the transitivity of the target network and the average shortest path length. song ivory palaces vocalWebThe small-worldness index is then computed as the transitivity (normalized by the random transitivity) over the average shortest path length (normalized by the random average shortest path length). The lo and up quantiles of the distribution of the random networks are also returned for both the transitivity and the average shortest path length. son gives dad car for birthdayWebIn terms of the EEG functional network, the small-worldness index significantly reduced by 3.5% (p < 0.05) and the characteristic path length increased by 1.8% (p < 0.10) at the end of the session compared to the baseline. No obvious change was found in the seizure frequency during follow-up (p > 0.05). The Mini-Mental State Examination (MMSE ... son giving away the brideWebJun 1, 2024 · The small-world model is of special interest when describing human brain networks, because it supports efficient information segregation and integration with low … smallest cities in texasWebMar 31, 2024 · Compute the small-worldness index (Humphries & Gurney, 2008) relying on the global transitity of the network (Newman, 2003) and on its average shortest path … song ivory tower