14,038 research outputs found
Stability measures in metastable states with Gaussian colored noise
We present a study of the escape time from a metastable state of an
overdamped Brownian particle, in the presence of colored noise generated by
Ornstein-Uhlenbeck process. We analyze the role of the correlation time on the
enhancement of the mean first passage time through a potential barrier and on
the behavior of the mean growth rate coefficient as a function of the noise
intensity. We observe the noise enhanced stability effect for all the initial
unstable states used, and for all values of the correlation time
investigated. We can distinguish two dynamical regimes characterized by weak
and strong correlated noise respectively, depending on the value of
with respect to the relaxation time of the system.Comment: 6 pages, 7 figure
Dynamics of a FitzHugh-Nagumo system subjected to autocorrelated noise
We analyze the dynamics of the FitzHugh-Nagumo (FHN) model in the presence of
colored noise and a periodic signal. Two cases are considered: (i) the dynamics
of the membrane potential is affected by the noise, (ii) the slow dynamics of
the recovery variable is subject to noise. We investigate the role of the
colored noise on the neuron dynamics by the mean response time (MRT) of the
neuron. We find meaningful modifications of the resonant activation (RA) and
noise enhanced stability (NES) phenomena due to the correlation time of the
noise. For strongly correlated noise we observe suppression of NES effect and
persistence of RA phenomenon, with an efficiency enhancement of the neuronal
response. Finally we show that the self-correlation of the colored noise causes
a reduction of the effective noise intensity, which appears as a rescaling of
the fluctuations affecting the FHN system.Comment: 13 pages, 10 figure
Nonmonotonic Pattern Formation in Three Species Lotka-Volterra System with Colored Noise
A coupled map lattice of generalized Lotka-Volterra equations in the presence
of colored multiplicative noise is used to analyze the spatiotemporal evolution
of three interacting species: one predator and two preys symmetrically
competing each other. The correlation of the species concentration over the
grid as a function of time and of the noise intensity is investigated. The
presence of noise induces pattern formation, whose dimensions show a
nonmonotonic behavior as a function of the noise intensity. The colored noise
induces a greater dimension of the patterns with respect to the white noise
case and a shift of the maximum of its area towards higher values of the noise
intensity.Comment: 6 pages, 3 figure
Asymptotic regime in N random interacting species
The asymptotic regime of a complex ecosystem with \emph{N}random interacting
species and in the presence of an external multiplicative noise is analyzed. We
find the role of the external noise on the long time probability distribution
of the i-th density species, the extinction of species and the local field
acting on the i-th population. We analyze in detail the transient dynamics of
this field and the cavity field, which is the field acting on the
species when this is absent. We find that the presence or the absence of some
population give different asymptotic distributions of these fields.Comment: 11 pages, 6 figures. To be published in Eur. Phys. J.
Simulation of noise-assisted transport via optical cavity networks
Recently, the presence of noise has been found to play a key role in
assisting the transport of energy and information in complex quantum networks
and even in biomolecular systems. Here we propose an experimentally realizable
optical network scheme for the demonstration of the basic mechanisms underlying
noise-assisted transport. The proposed system consists of a network of coupled
quantum optical cavities, injected with a single photon, whose transmission
efficiency can be measured. Introducing dephasing in the photon path this
system exhibits a characteristic enhancement of the transport efficiency that
can be observed with presently available technology.Comment: 8 pages, 7 figures. New version with more detail
Pattern formation and spatial correlation induced by the noise in two competing species
We analyze the spatio-temporal patterns of two competing species in the
presence of two white noise sources: an additive noise acting on the
interaction parameter and a multiplicative noise which affects directly the
dynamics of the species densities. We use a coupled map lattice (CML) with
uniform initial conditions. We find a nonmonotonic behavior both of the pattern
formation and the density correlation as a function of the multiplicative noise
intensity.Comment: 10 pages, 7 figures. accepted for publication in Acta Phys. Pol.
Transient behavior of a population dynamical model
The transient behavior of an ecosystem with N random interacting species in
the presence of a multiplicative noise is analyzed. The multiplicative noise
mimics the interaction with the environment. We investigate different
asymptotic dynamical regimes and the role of the external noise on the
probability distribution of the local field.Comment: 5 pages, 2 figures, accepted for publication in Progress of
Theoretical Physic
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