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By shuffling node labels we sidestep the connection bias of highly annotated (highly connected) gene set members.
The functional measure Q H, in turn, cannot be used to detect the number of modules or communities, for precisely this reason: because no connection bias is assumed, there are no topological means to identify clusters.
The smoothly changing nature of functional maps in visual cortex, coupled with the like-to-like connection bias of the superficial patch system, suggests that two slightly offset injections into adjacent locations in cortex should produce labeled clusters with a similar spatial offset (assumption 3— Lund et al. 2003).
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Since our algorithm predicts connections biased by the biology of the system under study (through the use of gene expression data from ApcMin/+ mouse intestinal tissue), a particular protein or edge may not appear in the network if the pathway (i.e. chain of proteins) on which it resides does not meet the gene coexpression and/or GO association rule thresholds.
Electrode connection for bias-voltage application and p/n layers are indicated in (a).
The network of nanowires on the LED formed an equipotential connection after biasing.
Patch connections will bias the cortical state toward coactivation of regions encoding for mutually consistent functional representations.
In this layer, the output is compared to the measured values (the ''true'' output) and the difference (error) is processed back through the network (backward pass) by updating individual weights of the connections and biases of individual neurons.
Overall, physiological within-layer connections are biased toward negative target specificity values.
It has been shown that excitatory connections are biased for iso-orientation domains, within ±20° (Kisvárday et al. 1997; Malach et al. 1993).
Loss of connections remains biased towards the PD axis throughout the video despite the fact that net shear caused by T1 transitions becomes very small.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com