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Noise focusing in neuronal tissues: Symmetry breaking and localization in excitable networks with quenched disorder.
Orlandi, Javier G; Casademunt, Jaume.
Affiliation
  • Orlandi JG; Departament de Física de la Matèria Condensada, Universitat de Barcelona, E-08028 Barcelona, Spain.
  • Casademunt J; Complexity Science Group, Department of Physics and Astronomy, University of Calgary, Calgary, Canada T2N 1N4.
Phys Rev E ; 95(5-1): 052304, 2017 May.
Article in En | MEDLINE | ID: mdl-28618531
We introduce a coarse-grained stochastic model for the spontaneous activity of neuronal cultures to explain the phenomenon of noise focusing, which entails localization of the noise activity in excitable networks with metric correlations. The system is modeled as a continuum excitable medium with a state-dependent spatial coupling that accounts for the dynamics of synaptic connections. The most salient feature is the emergence at the mesoscale of a vector field V(r), which acts as an advective carrier of the noise. This entails an explicit symmetry breaking of isotropy and homogeneity that stems from the amplification of the quenched fluctuations of the network by the activity avalanches, concomitant with the excitable dynamics. We discuss the microscopic interpretation of V(r) and propose an explicit construction of it. The coarse-grained model shows excellent agreement with simulations at the network level. The generic nature of the observed phenomena is discussed.
Subject(s)

Full text: 1 Database: MEDLINE Main subject: Models, Neurological / Neurons Limits: Animals Language: En Journal: Phys Rev E Year: 2017 Type: Article Affiliation country: Spain

Full text: 1 Database: MEDLINE Main subject: Models, Neurological / Neurons Limits: Animals Language: En Journal: Phys Rev E Year: 2017 Type: Article Affiliation country: Spain