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Current GPUs perform a significant amount of redundant shading when surfaces are tessellated into small triangles.
The aim of this study was to estimate the amount of redundant publications in ophthalmologic journals.
This problem can be remedied by employing a modest amount of redundant storage to provide fault tolerance.
MULTI+ trees also reduce the amount of redundant flows leaving and entering each network, making efficient usage of the bandwidth.
Therefore, the collected data in a gathering area are highly correlated, and a large amount of redundant data could be cleaned.
Factor analysis was used to reduce the amount of redundant information in the highly dimensional features and extract the optimal features for the cluster analysis.
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The first exploits the fact that the images are noisy and so contain vast amounts of redundant information.
In contrast to patch matching with the whole target image (second layer C1) in the conventional HMAX model, which involves huge amounts of redundant information in the feature representation, the DOPM-based HMAX model (D-HMAX) quantizes the C1 layer to patch sets with better distinctiveness, then realizes patch-to-patch matching based on the dominant orientation.
This is especially true if the feature vector contains large amounts of redundant data.
Further increasing the region size past 3×4 regions does not result in improved recognition accuracy as unnecessarily large amounts of redundant information get incorporated into the feature vector degrading accuracy.
We have observed in prior work [37] that panels of AIMs selected using PCA scores in genomewide datasets tend to contain large amounts of redundant markers, mainly due to linkage disequilibrium (LD) between densely typed markers.
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CEO of Professional Science Editing for Scientists @ prosciediting.com