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The convergence analysis based on the generalization of activation functions widens the application scope for the model design of neural networks.
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The analysis only represents an observational association and is limited by the small sample size, which also restricted the scope for the modeling of interactions.
The scope of the model was validated for ambient temperatures of −20 to +30 °C and a transported water temperature from 40 to 70 °C.
The scope for the DDC model is the individual (duplicated) pair of genes, in which inputs are assumed to represent nonredundant functions.
If proven successful, there is scope for this model to be rolled out wider so it not only improves the care of children, but improves the care delivered to adults in the UK and beyond.
The increased scope of the models is particularly critical for biologists to adopt our method as such models provide a nonreductionist insight into relations between the molecular changes and complex biological phenomena such as drug response, cell fate in diverse conditions, or any other cellular phenotype that can be measured quantitatively.
As a result, the Dutch hospital that suffered the outbreak, which sickened 22 patients, abandoned the scope for another model without the troublesome design.
Since it is often difficult to determine in advance how important a particular parameter will be, there is considerable scope for the production of realistic models if only for the purpose of demonstrating that a simpler model is appropriate too.
Common methods for data processing and analysis are still applicable, but there is scope for the development of custom models for triple-target data.
There is still much scope for the development of these models by including realistic pharmacokinetics and this might produce important conclusions about the effects of planned or unplanned treatment interruptions.
The scope for mathematical models as well as research addressing the underlying mechanisms of aging is thus broadened in exciting new directions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com