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Figure 10 An example power spectral density of input signal used in the simulations.
Fig. 6 Probability that the NAE detects 1 versus density of input vectors.
However, it produces a one-to-one mapping between aligned nodes and its running time is moderately affected by the size and the average density of input networks.
At the end of the "Introduction" section we specified that the running time of GASOLINE is moderately affected by the size and the average density of input networks, but it is scalable with the number of aligning networks.
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A probable outcome of the existence of such 'shortcuts' is that dendrites following these shortened pathways should have a higher chance of interacting with synaptic clusters and, thereby, increase the density of inputs than had they chosen a 'non-shortcut' pathway.
Sampled synapses are mapped onto previous light-microscopic reconstructions of the same neurons (Glaser and Glaser 1990; Ascoli 2006) to examine the distribution and density of inputs within different somato-dendritic compartments, thus defining key features of the neuron's afferent 'synaptome' (DeFelipe 2010).
The basic idea is that if the failure-conditional probability density function of input variable is significantly different from its unconditional probability density function, then the input variable is sensitive to the failure of structure.
For variable input power levels, a matching network selection strategy is proposed to maximize expected harvested energy given the probability density distribution of input power levels.
It takes both statistical information provided by the Kriging model and the joint probability density function of input variables into account, which is the most important difference from the existing learning functions.
Figure 4 Representation of estimated clusters and density of the input data.
The low density of the input data led to the discretization of the computational region with a resolution of 6' (nominal WGS84 datum; ~ 10 km).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com