Sentence examples for model patterns used from inspiring English sources

We show that the resulting SMNN synaptic weights are modified versions of the model patterns used in the training set, and that they can be considered as a memory network.

IHME specifically agreed to conduct sensitivity analyses excluding VR data from the model in similar patterns used by CHERG to demonstrate whether the use of this VR data explains the differences in the estimates or if the differences are due to the modeling procedures themselves.

Other statistical methods can be used to determine interarrival times between rare disease cases or to model seasonal patterns using time series methods, autoregression methods, and joinpoint regression (Kim et al. 2000).

(B )–(E ) Various activity patterns used to model the firing of presynaptic input neurons.

Time activity patterns used for model development were manually classified by research staff using information from participant GPS recordings, activity logs, and follow-up interviews.

DOI: http://dx.doi.org/10.7554/eLife.00012.009 10.7554/eLiFigure12.010 Figure 5 figure supplement 3. Changes in membrane potential responses to stimulus presentation after pairing for all activity patterns used to model the firing of presynaptic input neurons.

DOI: http://dx.doi.org/10.7554/eLife.00012.008 10.7554/eLiFigure12.009 Figure 5 figure supplement 2. Membrane potential responses in the postsynaptic output neuron for various activity patterns used to model the firing of presynaptic input neurons.

We take a statistical approach to model the behavioral patterns using Gaussian mixture models (GMM) and support vector machines.

ARSER employs autoregressive spectral estimation to predict the periodicity of an expression pattern from the frequency spectrum and then models the rhythmic patterns using a harmonic regression model to fit the time-series [32].

Hybrid control systems are conventionally modeled by switching patterns using the whole system instead of atomic resource.

Furthermore, the preservation of the local tetrahedron geometry of deviated atoms was strong evidence that the paracrystalline model, a pattern using sloppy lattice instead of a perfect lattice network of polyethylene, did not fit with the atomic network of polyethylene [43].