As far as the relevant features of the final, stable patterns are concerned, the system-level model replaces the original ODE-based pattern-generating model.
In addition to the unique physicochemical surface properties, the repetitive topographical characteristics of S-layers should be considered as relevant features affecting hydrodynamic surface properties of cells.
Imitation in artificial systems involves a number of important aspects, such as extracting the relevant features of the demonstrated behaviour, inverse mapping observations, and executing motor commands.
Nevertheless, we claim that by applying a suitable perturbation to the system, such as electrical stimulation, relevant features of the system's state may be detected and the risk of an impending seizure estimated.
The underlying idea is that several relevant features of ecological networks, as well as the assembly dynamics of ecosystems and their resilience against different classes of perturbations, can be understood in terms of the attractor dynamics associated to unsupervised neural networks.
Multivariate partial least square (PLS) regression allows the modeling of multiple responses, while dealing with multicollinearity. 1 It can be used for variable selection, as a process to discover the most relevant features of the model (these attributes can be used as biomarker candidates).
The architecture design of peta-scale computing systems is complex and presents lots of difficulties to designs, as current tools lack support for relevant features of future scenarios.
These subclasses are designated 'biotypes' as they aim to reflect biologically relevant features of the transcript.
A good model captures all relevant features of the data and not more: making it as simple as possible, but not simpler (often credited to Einstein).
In this study, we propose a simple yet broad analytical framework for analyzing the hydrological response of a catchment under moving rainstorms; the method can be used as a tool to explore the main relevant features of the storm-catchment interactions.
