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The weighted node connectivity, WNC, score can be specified as: (1) WN C i = ∑ j N w i, j where node i is connected to node j, and w i,j reflects the strength of the connection of node i with node j (input information provided by the user).
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The paper shows that a RAGD-trained NARX network using both crank velocity and crank acceleration as input information, provides fast and robust training.
But this quantity also improves with increased number of input layers, meaning the extra information provided by additional layers increases the sensitivity of input signal to large trees.
With the beta-mixture model, we could fit the observed distributions to the expected pattern; this information provided the input for the HMM (see the section Materials and Methods).
A second limitation is that the reliability of the reconstructed data depends on two related elements: the quality of the initial input and the level of information provided by the publication.
This demonstrates that the networks' transformation of input data provides basic information processing for the perceptual and cognitive operations of the brain.
The main idea is to successively create new generations of a rate-based model by injecting into the current generation the additional information provided by other input models.
The use of input information usually provides better modal estimates in a desired frequency range.
The motivation for making these measurements was to provide input information for an analytical model of the dynamics of clusters of cylinders in axial flow.
Since the objective value is completely expressed by a membership function rather than by a crisp value, it conserves the fuzziness of the input information, thus more information is provided for designing queueing systems.
We provided less input information to teams because we aim to have our tasks resemble real-world GO annotation more closely, where the only input to human curators is the set of documents.
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CEO of Professional Science Editing for Scientists @ prosciediting.com