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The structure of the neural network is based on the physical model of the robot, while the neural network itself is trained to learn the trajectory independent parameters of the model that are essential for defining the robot dynamics.
As these interactions determine protein structure, they are essential for defining a protein language.
Thus, field-applicable morbidity markers are essential for defining the initial disease burden and monitoring the impact of preventive chemotherapy.
In the present case, 77% of the variance (most likely including variance in parameters that are essential for defining neuronal output) is lost in the analysis.
Knowledge of the level of independence/dependence of tributary populations from the presumably larger mainstem populations, in terms of demography and gene flow, and the scale of potential for the evolution of local adaptations are essential for defining the appropriate geographical scale of managing these exploited fish stocks, and can provide general guidelines for other large river systems.
When administrative data are used in clinical outcomes research, algorithms to code comorbidities are essential for defining comorbidities.
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Moreover, a recursive estimation of the unknown noise variance is essential for defining properly the non-linearity form.
The generation of homogeneously glycosylated proteins is essential for defining glycoform-specific activity and improving protein-based therapeutics.
Visualizing active cross-bridges, including those bound to actin in the weak binding states thought to precede strongly bound force producing states, is essential for defining the structural transitions that constitute the working stroke of myosin.
Motivation: Genome-wide mapping of chromatin states is essential for defining regulatory elements and inferring their activities in eukaryotic genomes.
The construction of regulatory networks is essential for defining the interactions between genes and gene products, and predictive models may be used to develop novel therapies [ 1, 2].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com