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Not only does science not know much about how brains compute thoughts or how the genetic code computes organisms, it also has no very good idea about how computers compute, in terms of such basic principles as how much computation a problem of what degree of complexity is most suitable to deal with it.
What can be said about how much computation is required to carry out certain processes?
That raises a question: Just how much computation can be squeezed out of a given chunk of matter?
The kind of setup is particularly useful for real-time or near real-time data processes where an engineer needs to be able to assess how much computation is required to implement a new function.
I think that is one of the reasons our group has had a fair amount of success in both these areas and in pushing the state of the art in terms of how much computation can we throw these problems and how we can train large, powerful models on problems we care about.
But the depth of an output seems to be a function of at least two properties: first, how much computation is required to produce it (i.e., shallow means computationally cheap); second, how constrained or specific its informational content is (i.e., shallow means informationally general) (Fodor, 1983, p. 87).
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The 'RSS' version does not requests any kind of multimedia files as opposed with other Web applications in order to compare how much JavaScript computation is needed to complete the information display.
In other words, the speedup tells us how much faster the computation get completed, using a certain level of parallelism.
Any useful definition of complexity of some system, the scientists suggested, should include some measure of how much energy or time or computation it took to produce or change the system.
For employees, economists are vexed by the computation of how much additional salary they can gain by learning a second language, according to ABC News.
This is commonly referred as predictor importance (Lombardo et al. 2015) and its computation establishes how much a given predictor affects the final probability value at a given cell.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com