Effects of Small-World Rewiring Probability and Noisy Synaptic Conductivity on Slow Waves: Cortical Network

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dc.authoridTağluk, M. Emin/0000-0001-7789-6376
dc.authoridTekin, Ramazan/0000-0003-4325-6922
dc.authorwosidTağluk, M. Emin/ABH-1005-2020
dc.authorwosidTekin, Ramazan/I-1519-2014
dc.contributor.authorTekin, Ramazan
dc.contributor.authorTagluk, Mehmet Emin
dc.date.accessioned2024-08-04T20:43:00Z
dc.date.available2024-08-04T20:43:00Z
dc.date.issued2017
dc.departmentİnönü Üniversitesien_US
dc.description.abstractPhysiological rhythms play a critical role in the functional development of living beings. Many biological functions are executed with an interaction of rhythms produced by internal characteristics of scores of cells. While synchronized oscillations may be associated with normal brain functions, anomalies in these oscillations may cause or relate the emergence of some neurological or neuropsychological pathologies. This study was designed to investigate the effects of topological structure and synaptic conductivity noise on the spatial synchronization and temporal rhythmicity of the waves generated by cells in the network. Because of holding the ability of clustering and randomizing with change of parameters, small-world (SW) network topology was chosen. The oscillatory activity of network was tried out by manipulating an insulated SW, cortical network model whose morphology is very close to real world. According to the obtained results, it was observed that at the optimal probabilistic rates of conductivity noise and rewiring of SW, powerful synchronized oscillatory small waves are generated in relation to the internal dynamics of cells, which are in line with the network's input. These two parameters were observed to be quite effective on the excitation-inhibition balance of the network. Accordingly, it may be suggested that the topological dynamics of SW and noisy synaptic conductivity may be associated with the normal and abnormal development of neurobiological structure.en_US
dc.identifier.doi10.1162/NECO_a_00932
dc.identifier.endpage715en_US
dc.identifier.issn0899-7667
dc.identifier.issn1530-888X
dc.identifier.issue3en_US
dc.identifier.pmid28095198en_US
dc.identifier.scopus2-s2.0-85013639035en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage679en_US
dc.identifier.urihttps://doi.org/10.1162/NECO_a_00932
dc.identifier.urihttps://hdl.handle.net/11616/97704
dc.identifier.volume29en_US
dc.identifier.wosWOS:000395564100005en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherMit Pressen_US
dc.relation.ispartofNeural Computationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectUnderlying Synchronized Oscillationsen_US
dc.subjectPyramidal Neuronsen_US
dc.subjectCorticothalamic Feedbacken_US
dc.subjectStochastic Resonanceen_US
dc.subjectSleep Oscillationsen_US
dc.subjectResting Propertiesen_US
dc.subjectSignal-Detectionen_US
dc.subjectMechanismsen_US
dc.subjectModelen_US
dc.subjectCortexen_US
dc.titleEffects of Small-World Rewiring Probability and Noisy Synaptic Conductivity on Slow Waves: Cortical Networken_US
dc.typeArticleen_US

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