Collective excitability in a mesoscopic neuronal model of epileptic activity
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- dc.contributor.author Jedynak, Maciej
- dc.contributor.author Pons, Antonio J.
- dc.contributor.author García Ojalvo, Jordi
- dc.date.accessioned 2019-05-07T08:01:49Z
- dc.date.available 2019-05-07T08:01:49Z
- dc.date.issued 2018
- dc.description.abstract At the mesoscopic scale, the brain can be understood as a collection of interacting neuronal oscillators, but the extent to which its sustained activity is due to coupling among brain areas is still unclear. Here we address this issue in a simplified situation by examining the effect of coupling between two cortical columns described via Jansen-Rit neural mass models. Our results show that coupling between the two neuronal populations gives rise to stochastic initiations of sustained collective activity, which can be interpreted as epileptic events. For large enough coupling strengths, termination of these events results mainly from the emergence of synchronization between the columns, and thus it is controlled by coupling instead of noise. Stochastic triggering and noise-independent durations are characteristic of excitable dynamics, and thus we interpret our results in terms of collective excitability.
- dc.description.sponsorship This work was supported by the European Commission through the FP7 Marie Curie Initial Training Network 289146 (NETT: Neural Engineering Transformative Technologies). It was partially supported by the Spanish Ministry of Economy and Competitiveness and FEDER (Project No. FIS2015-66503) and by the Generalitat de Catalunya (AGAUR Project No. 2014SGR974). J.G.O. also acknowledges support from the ICREA Academia programme, and from the “María de Maeztu” programme for Units of Excellence in R&D (Spanish Ministry of Economy and Competitiveness, MDM-2014-0370).
- dc.format.mimetype application/pdf
- dc.identifier.citation Jedynak M, Pons AJ, Garcia-Ojalvo J. Collective excitability in a mesoscopic neuronal model of epileptic activity. Phys Rev E. 2018;97(1):012204. DOI: 10.1103/physreve.97.012204
- dc.identifier.doi http://dx.doi.org/10.1103/physreve.97.012204
- dc.identifier.issn 2470-0045
- dc.identifier.uri http://hdl.handle.net/10230/37180
- dc.language.iso eng
- dc.publisher American Physical Society
- dc.relation.ispartof Physical Review E. 2018;97(1):012204
- dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/289146
- dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/FIS2015-66503
- dc.rights © American Physical Society. Published article available at https://doi.org/10.1103/PhysRevE.97.012204
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.title Collective excitability in a mesoscopic neuronal model of epileptic activity
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/acceptedVersion