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• W2072495267 abstract "The concept of stochastic resonance introduced the idea that the presence of noise in nonlinear systems may have benefic effects. In this paper different regular topologies of populations of FitzHugh-Nagumo neurons have been investigated with respect to the presence of noise in the network. Each neuron is subjected to an independent source of noise. In these conditions the behavior of the population depend on the connection among the elements. In population of uncoupled neurons the so-called stochastic resonance without tuning was observed. Moreover, we show that globally coupled neurons have increasing response-to-stimulus coherence for increasing values of the coupling strength. In locally coupled neurons the performance depend on the neighborhood radius and in general are higher than in the case of uncoupled neurons." @default.
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• W2072495267 date "2004-05-25" @default.
• W2072495267 modified "2023-09-23" @default.
• W2072495267 title "Stochastic resonance in arrays of neurons" @default.
• W2072495267 doi "https://doi.org/10.1117/12.548628" @default.
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