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Dense network motifs enhance dynamical stability

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arxiv 2304.12044 v1 pith:XH46JB6W submitted 2023-04-24 physics.soc-ph

classification physics.soc-ph
keywords networkmotifsnetworksstablestatescliquesdensedynamical
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Network motifs are the building blocks of complex networks and are significantly involved in the network dynamics such as information processing and local operations in the brain, biological marks for drug targets, identifying and predicting protein complexes in PPI networks, as well as echo chambers in social networks. Here we show that dense motifs such as cliques have different stable states than the network itself. These stable states enhance the dynamical stability of the network and can even turn local stable states into global ones. Moreover, we show how cliques create polarization phenomena and global opinion changes.

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Cited by 1 Pith paper

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  1. A complex network perspective on brain disease

    q-bio.NC 2025-07 conditional novelty 2.0 of 10

    A conceptual review proposing that brain pathology, vulnerability, and recovery be analyzed through complex network structure, with the disease definition determining which network properties are relevant.

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