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As in experiment 1, performance in the order memory task was excellent and not sufficiently variable to permit further analysis.
A classification performance in the order of 99% is exhibited by all classifiers in situations where the fault patterns do not significantly change during tests.
On the other hand, the presence of Bi on Pt surfaces enhanced the catalytic performance in the order of Pt/Au NP < Pt/Au disk ≈ Pt NP < Pt disk.
The approach simultaneously offers a significantly faster training algorithm to achieve its best performance (in the order of 5 min on a four-core CPU for MNIST) relative to a single ELM with the same total number of hidden units as the deep ELM, hence offering the best of both worlds: lower error rates and fast implementation.
We found that the classes could be distinguished with surprisingly good performance, in the order of 0.9 AUC.
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Among the catalysts prepared in the present study for oxygen electrode, fuel cell performance decreased in the order of Pt black > PtIr > PtRuOx > PtRu ∼ PtIr > PtIrOx, whereas, water electrolysis performance decreased in the order of PtIr ∼ PtIrOx > PtRu > PtRuIr > PtRuOx ∼ Pt black, showing significant performance improvement by addition of second metals such as Ir or IrOx to Pt black.
Both techniques were compared and showed that the bio-anode performance decreased in the order roughened graphite > Pt-coated titanium > flat graphite > uncoated titanium.
Fig. 3C, demonstrates how unilateral crossed infusions are hypothesized to impair performance in the temporal order memory task.
Evidence for how the change in instruction in the adapted-teaching version promoted deep learning was expressed by the difference in the nature of students' questions during the lectures, and by their superior performance in the higher-order thinking parts of the final exam compared with the performance of students who learned independently.
As for the carbon coating, better performance was observed in the order of a-C, a-C H, a-C H,C:N.
This behavior indicated that the relative reactor performance should be in the order PBMR-O>FBR>PBMR-M, and this was confirmed experimentally.
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CEO of Professional Science Editing for Scientists @ prosciediting.com