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• W2969926992 startingPage "743732" @default.
• W2969926992 abstract "The identification of community structure in graphs continues to attract great interest in several fields. Network neuroscience is particularly concerned with this problem considering the key roles communities play in brain processes and functionality. Most methods used for community detection in brain graphs are based on the maximization of a highly parameter-dependent modularity function. In practice, the parametrization of this function often obscures the physical meaning and hierarchical organization of the partitions of network nodes. In this work, we present a new method able to detect communities at different scales in a natural, unrestricted way. First, to obtain an estimation of the information flow in the network we release random walkers to freely move over it. The activity of the walkers is separated into oscillatory modes by using empirical mode decomposition. After grouping nodes by their co-occurrence at each time scale, the so-called k-modes clustering returns the desired partitions. Our algorithm was first tested on benchmark graphs with favorable performance. We used the method on brain networks, including the anatomical connectivity of the macaque and human brains and a model for the interactions between nodes. We found a repertoire of community structures in the anatomical and functional networks, with a clear link existing between these two. The observed partitions range from the evident division in two hemispheres -in which all processes are managed globally- to specialized communities seemingly given by physical proximity and shared function. Our results stimulate the research of hierarchical community organization in terms of temporal scales of information flow.nnHighlightsO_LIOscillatory modes of networks signals carry information on architectural rules.nC_LIO_LIMeaningful partitions of the brain network are found over different temporal scales.nC_LIO_LIThe multiscale organization of the brain responds to the function of its components.nC_LI" @default.
• W2969926992 created "2019-08-29" @default.
• W2969926992 creator A5001278128 @default.
• W2969926992 creator A5026674091 @default.
• W2969926992 creator A5052348263 @default.
• W2969926992 creator A5085844237 @default.
• W2969926992 date "2019-08-22" @default.
• W2969926992 modified "2023-09-26" @default.
• W2969926992 title "A method for multiscale community detection in brain networks" @default.
• W2969926992 cites W1124708747 @default.
• W2969926992 cites W115053844 @default.
• W2969926992 cites W1493454437 @default.
• W2969926992 cites W1506281249 @default.
• W2969926992 cites W1507901999 @default.
• W2969926992 cites W1589873300 @default.
• W2969926992 cites W1828334443 @default.
• W2969926992 cites W1944603233 @default.
• W2969926992 cites W1971421925 @default.
• W2969926992 cites W1973705647 @default.
• W2969926992 cites W1975152892 @default.
• W2969926992 cites W1980411035 @default.
• W2969926992 cites W1983193528 @default.
• W2969926992 cites W1990368529 @default.
• W2969926992 cites W1993053013 @default.
• W2969926992 cites W1995996823 @default.
• W2969926992 cites W1996348120 @default.
• W2969926992 cites W2005644553 @default.
• W2969926992 cites W2005821483 @default.
• W2969926992 cites W2006312249 @default.
• W2969926992 cites W2007221293 @default.
• W2969926992 cites W2013225603 @default.
• W2969926992 cites W2016444985 @default.
• W2969926992 cites W2024729467 @default.
• W2969926992 cites W2024892001 @default.
• W2969926992 cites W2030363891 @default.
• W2969926992 cites W2031693301 @default.
• W2969926992 cites W2035678379 @default.
• W2969926992 cites W2044988896 @default.
• W2969926992 cites W2051224630 @default.
• W2969926992 cites W2054546530 @default.
• W2969926992 cites W2061564920 @default.
• W2969926992 cites W2067456724 @default.
• W2969926992 cites W2072533619 @default.
• W2969926992 cites W2075032588 @default.
• W2969926992 cites W2076220672 @default.
• W2969926992 cites W2076618566 @default.
• W2969926992 cites W2085487226 @default.
• W2969926992 cites W2085989895 @default.
• W2969926992 cites W2090372231 @default.
• W2969926992 cites W2094017021 @default.
• W2969926992 cites W2094426896 @default.
• W2969926992 cites W2096672020 @default.
• W2969926992 cites W2097645701 @default.
• W2969926992 cites W2098509290 @default.
• W2969926992 cites W2098580305 @default.
• W2969926992 cites W2100634972 @default.
• W2969926992 cites W2107376426 @default.
• W2969926992 cites W2111613011 @default.
• W2969926992 cites W2113054345 @default.
• W2969926992 cites W2116819994 @default.
• W2969926992 cites W2117621792 @default.
• W2969926992 cites W2118366819 @default.
• W2969926992 cites W2120895215 @default.
• W2969926992 cites W2127218421 @default.
• W2969926992 cites W2130979840 @default.
• W2969926992 cites W2134155886 @default.
• W2969926992 cites W2137918406 @default.
• W2969926992 cites W2139474690 @default.
• W2969926992 cites W2143502460 @default.
• W2969926992 cites W2149230623 @default.
• W2969926992 cites W2151936673 @default.
• W2969926992 cites W2152556184 @default.
• W2969926992 cites W2157547297 @default.
• W2969926992 cites W2160097539 @default.
• W2969926992 cites W2161093157 @default.
• W2969926992 cites W2161163382 @default.
• W2969926992 cites W2162833336 @default.
• W2969926992 cites W2164998314 @default.
• W2969926992 cites W2166877971 @default.
• W2969926992 cites W2167822639 @default.
• W2969926992 cites W2171888483 @default.
• W2969926992 cites W2171975443 @default.
• W2969926992 cites W2237883872 @default.
• W2969926992 cites W2331092202 @default.
• W2969926992 cites W2417259630 @default.
• W2969926992 cites W2422558391 @default.
• W2969926992 cites W2474981734 @default.
• W2969926992 cites W2520835145 @default.
• W2969926992 cites W2536956699 @default.
• W2969926992 cites W2546767664 @default.
• W2969926992 cites W2554748751 @default.
• W2969926992 cites W2726539084 @default.
• W2969926992 cites W2744354842 @default.
• W2969926992 cites W2766921515 @default.
• W2969926992 cites W2777886168 @default.
• W2969926992 cites W2803683314 @default.
• W2969926992 cites W2898829996 @default.
• W2969926992 cites W2905505698 @default.
• W2969926992 cites W2952883127 @default.

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