Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity
dc.contributor.author | Berner, Rico | |
dc.contributor.author | Yanchuk, Serhiy | |
dc.date.accessioned | 2021-08-02T06:56:53Z | |
dc.date.available | 2021-08-02T06:56:53Z | |
dc.date.issued | 2021-07-15 | |
dc.date.updated | 2021-07-29T08:22:06Z | |
dc.description.abstract | This work introduces a methodology for studying synchronization in adaptive networks with heterogeneous plasticity (adaptation) rules. As a paradigmatic model, we consider a network of adaptively coupled phase oscillators with distance-dependent adaptations. For this system, we extend the master stability function approach to adaptive networks with heterogeneous adaptation. Our method allows for separating the contributions of network structure, local node dynamics, and heterogeneous adaptation in determining synchronization. Utilizing our proposed methodology, we explain mechanisms leading to synchronization or desynchronization by enhanced long-range connections in nonlocally coupled ring networks and networks with Gaussian distance-dependent coupling weights equipped with a biologically motivated plasticity rule. | en |
dc.description.sponsorship | DFG, 411803875, Dynamik gekoppelter Systeme mit Zeitverzögerungen und deren Anwendungen | en |
dc.description.sponsorship | DFG, 440145547, Komplexe dynamische Netzwerke: Effekte von Heterogenität, Adaptivität und Topologie der Kopplungen | en |
dc.description.sponsorship | DFG, 414044773, Open Access Publizieren 2021 - 2022 / Technische Universität Berlin | de |
dc.identifier.eissn | 2297-4687 | |
dc.identifier.uri | https://depositonce.tu-berlin.de/handle/11303/13470 | |
dc.identifier.uri | http://dx.doi.org/10.14279/depositonce-12256 | |
dc.language.iso | en | en |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | en |
dc.subject.ddc | 510 Mathematik | de |
dc.subject.other | synaptic plasticity | en |
dc.subject.other | adaptive networks | en |
dc.subject.other | phase oscillator | en |
dc.subject.other | synchronization | en |
dc.subject.other | distance-dependent synaptic plasticity | en |
dc.subject.other | nonlocally coupled rings | en |
dc.subject.other | master stability approach | en |
dc.title | Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity | en |
dc.type | Article | en |
dc.type.version | publishedVersion | en |
dcterms.bibliographicCitation.articlenumber | 714978 | en |
dcterms.bibliographicCitation.doi | 10.3389/fams.2021.714978 | en |
dcterms.bibliographicCitation.journaltitle | Frontiers in Applied Mathematics and Statistics | en |
dcterms.bibliographicCitation.originalpublishername | Frontiers | en |
dcterms.bibliographicCitation.originalpublisherplace | Lausanne | en |
dcterms.bibliographicCitation.volume | 7 | en |
tub.accessrights.dnb | free | en |
tub.affiliation | Fak. 2 Mathematik und Naturwissenschaften::Inst. Theoretische Physik::FG Nichtlineare Dynamik und Kontrolle | de |
tub.affiliation.faculty | Fak. 2 Mathematik und Naturwissenschaften | de |
tub.affiliation.group | FG Nichtlineare Dynamik und Kontrolle | de |
tub.affiliation.institute | Inst. Theoretische Physik | de |
tub.publisher.universityorinstitution | Technische Universität Berlin | en |
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