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Sarika, JALAN
복잡계 이론물리 연구단
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Interlayer Hebbian plasticity induces first-order transition in multiplex networks

DC Field Value Language
dc.contributor.authorAjay Deep Kachhvah-
dc.contributor.authorXiangfeng Dai-
dc.contributor.authorStefano Boccaletti-
dc.contributor.authorSarika Jalan-
dc.date.accessioned2022-07-29T08:14:19Z-
dc.date.available2022-07-29T08:14:19Z-
dc.date.created2021-01-20-
dc.date.issued2020-12-
dc.identifier.issn1367-2630-
dc.identifier.urihttps://pr.ibs.re.kr/handle/8788114/12098-
dc.description.abstractAdaptation plays a pivotal role in the evolution of natural and artificial complex systems, and in the determination of their functionality. Here, we investigate the impact of adaptive interlayer processes on intra-layer synchronization in multiplex networks. The considered adaptation mechanism is governed by a Hebbian learning rule, i.e., the link weight between a pair of interconnected nodes is enhanced if the two nodes are in phase. Such adaptive coupling induces an irreversible first-order transition route to synchronization accompanied with a hysteresis. We provide rigorous analytic predictions of the critical coupling strengths for the onset of synchronization and de-synchronization, and verify all our theoretical predictions by means of extensive numerical simulations.-
dc.language영어-
dc.publisherIOP PUBLISHING LTD-
dc.titleInterlayer Hebbian plasticity induces first-order transition in multiplex networks-
dc.typeArticle-
dc.type.rimsART-
dc.identifier.wosid000621487100001-
dc.identifier.scopusid2-s2.0-85101153697-
dc.identifier.rimsid74232-
dc.contributor.affiliatedAuthorSarika Jalan-
dc.identifier.doi10.1088/1367-2630/abcf6b-
dc.identifier.bibliographicCitationNEW JOURNAL OF PHYSICS, v.22, no.12-
dc.relation.isPartOfNEW JOURNAL OF PHYSICS-
dc.citation.titleNEW JOURNAL OF PHYSICS-
dc.citation.volume22-
dc.citation.number12-
dc.description.journalClass1-
dc.description.journalClass1-
dc.description.isOpenAccessN-
dc.description.journalRegisteredClassscie-
dc.description.journalRegisteredClassscopus-
dc.relation.journalWebOfScienceCategoryPhysics, Multidisciplinary-
dc.subject.keywordAuthorHebbian learning rule-
dc.subject.keywordAuthorfirst-order transition-
dc.subject.keywordAuthormultiplex network-
Appears in Collections:
Center for Theoretical Physics of Complex Systems(복잡계 이론물리 연구단) > 1. Journal Papers (저널논문)
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