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Of fundamental interest, it is shown that the underlying observation error exponentially converges to zero in the absence of uncertainties.
These extensions, in turn, can in many cases be motivated from an underlying observation model that relates clean and distorted feature vectors.
The observer gain involves the resolution of an appropriate Lyapunov differential equation allowing to show that the underlying observation error converges exponentially to zero under a well defined persistent excitation condition.
The underlying observation model can be identified as begin{array}rcl@ mathbf{y}_{n} = mathbf{x}_{n} + mathbf{b}_{n} text{with} mathbf{b}_{n} sim mathcal{N}(mathbf{0}, mathbf{C}_{mathbf{b}_{n}}), end{array} (10).
The underlying observation behind this idea was that a protein may not have the same function as its direct interacting partner, but may be similar to its neighbors-of-neighbors [ 29].
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The effect of geography may underlie observations from Canada, where urban, population-dense areas are often separated by vast expanses.
Following cerebral ischemia, astrocytes alter the M23/M1 expression ratio [ 46], a transcriptional change that might mechanistically underlie observations that, in grey matter, CNS injury triggers a redistribution of Aqp4 away from the endfoot [ 35, 47, 48].
Whenever the evidence underlying some observation is more refined than the evidence underlying another observation, this is modelled by means of a priority between the default rules representing the observations.
However, the mechanism underlying this observation is unknown.
Although formerly attributed to transcriptional activation, intracellular stabilization of FLuc is the primary mechanism underlying this observation.
Here we provide a hypothesis which might explain the mechanism underlying this observation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com