2026-04-14T03:59:12Zhttps://recercat.cat/oai/request
oai:recercat.cat:10230/231262025-12-18T01:20:49Zcom_2072_6col_2072_452952
RECERCAT author Senden, Mario author Deco, Gustavo author Reus, Marcel A. de author Goebel, Rainer author Heuvel, Martijn van den 2015-02-12T08:19:25Z2015-02-12T08:19:25Z2014 Brain function relies on the flexible integration of a diverse set of segregated cortical/nmodules, with the structural connectivity of the brain being a fundamentally important factor/nin shaping the brain‟s functional dynamics. Following up on macroscopic studies showing the/nexistence of centrally connected nodes in the mammalian brain, combined with the notion that/nthese putative brain hubs may form a dense interconnected „rich club‟ collective, we/nhypothesized that brain connectivity might involve a rich club type of architecture to promote/na repertoire of different and flexibly accessible brain functions. With the rich club suggested/nto play an important role in global brain communication, examining the effects of a rich club/norganization on the functional repertoire of physical systems in general, and the brain in/nparticular, is of keen interest. Here we elucidate these effects using a spin glass model of/nneural networks for simulating stable configurations of cortical activity. Using simulations,/nwe show that the presence of a rich club increases the set of attractors and hence the diversity/nof the functional repertoire over and above the effects produced by scale free type topology/nalone. Within the networks‟ overall functional repertoire rich nodes are shown to be important/nfor enabling a high level of dynamic integrations of low-degree nodes to form functional/nnetworks. This suggests that the rich club serves as an important backbone for numerous co-/nactivation patterns among peripheral nodes of the network. In addition, applying the spin/nglass model to empirical anatomical data of the human brain, we show that the positive effects/non the functional repertoire attributed to the rich club phenomenon can be observed for the/nbrain as well. We conclude that a rich club organization in network architectures may be/ncrucial for the facilitation and integration of a diverse number of segregated functions.Authors MS and RG were supported by the European Research Council under the European Union's Seventh Framework Programme (ERC-2010-AdG, ERC grant agreement no. 269853). Author GD was supported by the ERC Advanced Grant: DYSTRUCTURE (n. 295129), by the Spanish Research ProjectSAF2010-16085 and by European Community's Seventh Framework Programme under the project “BrainScales” (project number 269921). Author MPvdH was supported by a VENI grant of The Netherlands Organization for Scientific Research (NWO) (451-12-001) and by a Fellowship of the Brain Center Rudolf Magnus. © Elsevier http://dx.doi.org/10.1016/j.neuroimage.2014.03.066 info:eu-repo/semantics/openAccess Rich club Functional repertoire Connectivity Spin glass model Connectome Rich club organization supports a diverse set of functional network configurations info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion