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The zonal grid calculations required only a fraction of the CPU time required for the single zone grid calculation with the same near-wall grid density.
However, FI and standard models clearly differed with respect to the neurophysiological population parameters that underlie motion discrimination in the center-surround configuration: compared to the standard models the FI model predicted far narrower neuronal tuning width (about 40% smaller) and required only a fraction of the surround amplitude modulation to account for the perceptual results.
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Particularly useful for this purpose are fractionated factorial designs, requiring only a fraction of all possible combinations of a full factorial design.
Newly built factories often require only a fraction of the work force of the plants they replace.
And although genetically modified crops remain controversial, researchers have produced several strains of rice that require only a fraction of the water most farmers use today.
Phase retrieval for the former case requires only a fraction of the total reconstruction time.
Some point sampling methods require only a fraction of the computational effort of direct simulation methods.
The two techniques lead to identical predictions, with the former requiring only a fraction of the computational effort.
Our experimental evaluation shows that the cost of the reasoning is well worth it: it requires only a fraction of the energy it helps save.
For this reason we also examine, in Section 4, semi-supervised training techniques, which require only a fraction of the database entries to be labeled.
Proposed in this paper is a 3D solid volumetric deformable muscle model which is almost as accurate as the FEA, but requires only a fraction of the computing cost.
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