It was further revealed that the pattern of the dynamical complexity variations in 2012 follow a similar trend from July to December for N100 and dN/dH with the values of the dynamical complexity parameters computed for NS having a huge departure from the other two heights with lower complexity values.
In particular, it is interesting to see how the observable structure of the connections influences the range and type of dynamical patterns that can be produced.
Vice versa, as a working hypothesis, this observation bears the chance for vastly simplified dynamical models for molecular networks, as soon as one drops the requirement for accurate reproduction of timing by the model, and just asks for the sequence of dynamical patterns of the network.
Overall, the variety of dynamical patterns observed in lateral PFC (i.e., shifts from transient to sustained, and reactive to proactive) during the same task can be considered strong evidence for the involvement of a fluctuating combination of context-dependent neuronal control mechanisms employed to perform demanding cognitive tasks [41].
By exploiting the sufficiency of a single OSN to direct larval chemotaxis (Fishilevich et al., 2005; Louis et al., 2008), we developed a mathematical model accounting for the transformation of time-varying stimuli into the firing rate of an OSN and the conversion of dynamical patterns of OSN activity into the selection between two basic types of action running and turning.
The model results showed cyclonic and anticyclonic meanders propagating southwestward along the current axis, resembling the dynamical pattern of Rossby waves superposed on a mean flow.
Obviously, these new interactions can significantly influence the dynamical pattern of the models we discussed before.
These sub-graphs only capture the topological pattern of connections and a dynamical description of their potential function requires a set of differential equations [ 8, 9].
Taken together, the results showed that for the two different network motifs the dynamical pattern of p21 is changing according to different combinations of its upstream regulators, suggesting the adaptation of p21 dynamics for different biological contexts.
The emergence of such high-dimensional datasets poses challenges for the identification and analysis of dynamical network patterns.
