Finally, matrix inversion consumes substantial computing power, compared to the gradient descent algorithms used in NMF.
This likely includes moving from pre-computed images to a display generated on demand which requires substantial computing resources but has the key advantage of enabling us to hyperlink individual genes with external sources of information.
Part of the reason is that the new systems require substantial computing power.
The "cloud" is actually a data center composed of several supercomputers with substantial computing power.
Local vision gives increased autonomous capability, but it requires substantial computing power that is difficult to provide given the severe constraints of small size and battery-powered operation.
The continuing impact of access to substantial computing power and big data, the use of algorithms in data analysis and drug design are also presented.
Current procedures for multivariate yield evaluation, such as Monte Carlo simulation, require substantial computing effort, making the iterative adjustment of design parameters often impractical.
Unfortunately, at the scale of large databases containing millions or billions of conformers, 3D alignment-based similarity searches are reserved to only entities with substantial computing capabilities and modeling resources.
