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Thus, also responses evoked by natural contrast modulations which are clearly different from white noise [14] can be analyzed in this way; an approximation of the Shannon information capacity for such stimuli would require much more data since the simplifying assumptions of Gaussian distribution and coding linearity do not hold for natural stimuli.
Together, this shows that the higher promoter information capacity for AM than for FM is not an artifact of higher information loss from 1-NM-PP1→Msn2 under FM than AM, but a real result.
Studies of interlinkages between species phylogeny and proteomic architecture have been less conducted, primarily due to the restriction of information capacity for 20-dimensional amino acid data, far enough to fully characterize the species diversity.
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The information capacity estimates for the same data set ranged from 102 bits/s to 226 bits/s (Figure 3D).
Selecting the natural contrast as reference might appear arbitrary, but this contrast is widely used to characterize photoreceptor responses and the information capacity obtained for c = 0.31 is still not the highest possible.
As can be seen, the information capacity is high for a small number of trials and declines with an increasing amount of data.
A Bayesian information capacity criterion is defined for the selection of designs that are robust to the form of the linear predictor.
This expression for information capacity is dependent upon the dynamic range or more properly the total power available to the transmitter.
A limitation of this study could be that the information capacity is not expressed for specific frequency values, since it is the outcome of integrating over the spatial frequency bandwidth [ 51].
The embedding capacity is also very low, because peak information capacity exceeds the whole embedding capacity for each block.
However, this kind of abstraction of models can only act as a theoretical guide for hiding information capacity estimation of the real objective images and is not very much contributive to the accomplishment of the project.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com