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The data term has the role of keeping an output close to the input (in order not to be deviated from the input too much), while the gradient term matches image gradients to be close to the desired one.
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It's a good starting point to allow enough signal into this input and should keep you from "overloading" the input from too much signal.
Due to the input of too much N fertilizer, the efficiency of N use in SH was low.
Actuators located at inefficient positions for control would consume the input power too much or become too much sensitive to disturbing noise.
However, values that are too high will penalize deformation of the input volumes too much, so that the actual distortion that was caused by motion cannot be corrected, leading to low similarity after registration.
"The sensory input here is too much," Ricard told me.
If the input assembly differs too much from the Velvet contigs, a good mapping of the contigs to walks in the Velvet assembly graph cannot be found.
Or outraged critics of the banking system like Massachusetts Senator Elizabeth Warren, who argues that banks still have far, far too much input into the process of determining just how (and how much) they are regulated?
Dr Bonolo Mathibela, a research scientist at IBM's South Africa lab, says the beauty of tech transportation solutions is that information can be crowdsourced and harnessed without too much input from authorities.
In dark, gridded compositions on large canvases, the vague, blurry images of human bodies are overlaid by all sorts of pixilated textures, as though on a monitor overwhelmed by too much input.
In a paper in the Journal of Economic Perspectives last year he and Alan Garber, of Stanford University, argued that America's health system was "uniquely inefficient", producing too little per unit of input and consuming far too much of the country's resources.Mr Skinner is involved with another worrying line of research.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com