Network Geometry and Complexity
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Statistical Physics"
DOI: 10.1007/s10955-018-2115-9
Abstract: Higher order networks are able to characterize data as different as functional brain networks, protein interaction networks and social networks beyond the framework of pairwise interactions. Most notably higher order networks include simplicial complexes formed… read more here.
Keywords: network geometry; geometry; order networks; higher order ... See more keywords
From temporal to spatial topography: hierarchy of neural dynamics in higher- and lower-order networks shapes their complexity.
Sign Up to like & getrecommendations! Published in 2022 at "Cerebral cortex"
DOI: 10.1093/cercor/bhac042
Abstract: The brain shows a topographical hierarchy along the lines of lower- and higher-order networks. The exact temporal dynamics characterization of this lower-higher-order topography at rest and its impact on task states remains unclear, though. Using… read more here.
Keywords: lower higher; higher order; topography; task ... See more keywords
Dynamics on higher-order networks: a review
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Royal Society Interface"
DOI: 10.1098/rsif.2022.0043
Abstract: Network science has evolved into an indispensable platform for studying complex systems. But recent research has identified limits of classical networks, where links connect pairs of nodes, to comprehensively describe group interactions. Higher-order networks, where… read more here.
Keywords: dynamics higher; networks review; higher order; order networks ... See more keywords
Fragility Induced by Interdependency of Complex Networks and Their Higher-Order Networks
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DOI: 10.3390/e25010022
Abstract: The higher-order structure of networks is a hot research topic in complex networks. It has received much attention because it is closely related to the functionality of networks, such as network transportation and propagation. For… read more here.
Keywords: network; order network; higher order; order networks ... See more keywords