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The main challenge in developing a comprehensive theory lies in the complexity of model dynamics, with ecological and evolutionary changes on two trophic levels all interacting simultaneously.
A neural network was successfully applied for an identification of the ship model dynamics with the oscillating fin, and its effectiveness was confirmed.
The rheological parameters (surface tension and surface dilatational viscosity) for a number of contrast agents (Albunex®, Optison® and Quantison®) are determined by matching the linearized model dynamics with experimentally obtained attenuation data.
The goal of the present study is to implement and test previously designed cognitive functionality within a highly scalable spiking framework, and to compare the resulting model dynamics with available rodent data beyond the similarity explicitly introduced by the definition of NeuroNavigator.
In order to demonstrate the equivalence of our model dynamics with those of [7], we initially study an all-to-all coupled system of three compartments (see [13]).
In this section, users can also explore the mathematical formalisation, simulate the model dynamics with respect to time, plot and download the simulations results.
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To begin to examine whether the model dynamics are preserved with other representations of ongoing activity, the simulations of Figs. 4 and 5A were repeated for other frequencies of Ca2+ elevation: 28 Hz, 14 Hz, and 2.8 Hz.
We found that the overall model dynamics mainly correlate with a small set of parameters related to changes in CSC subpopulation.
In general, our model dynamics were robust with respect to the two assumed distributions of per-female fecundity either Poisson or empirical.
Initially we attempted to model network dynamics with a Markov model, similar to a Markov chain of static exponential random graph model (Hanneke et al., 2010).
The parameters in (6) and the way they are randomly sampled are described in additional file 1. Proposed system equations are subject to the condition, that the model produces dynamics with a reasonable stable steady state.
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