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Indeed, a close look at Fig. 2 reveals that the ensemble of M=20 NIBFs with N=1000 particles per filter achieves an empirical MSE of ≈ 6 × 10−4 with a running time of ≈ 2.9 s, while the centralised BF attains the same performance with K = 20 × 800 particles and a running time of ≈ 27.2 s (as shown by the dashed horizontal line in the plot).
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We use this fact to design the optimal controller and estimator with adaptive cost functions to attain the same performance at the powers other than the full power.
In heating dominated climates, such as Oslo, the aerogel granulate glazing facade does not attain the same performance as the glazing facade currently most popular, triple glazing facades.
In this case, the normalised MSE of the NIBFs is slightly smaller than the error of the centralised BF for N<1600, with both estimators attaining the same performance for N=1600.
However, Sainath et al. argue that with a large enough number of hidden units, FWS can attain the same performance as LWS, while it is technically simpler and allows the stacking of convolutional layers [12].
Since both approaches theoretically attain the same performance, the choice between the statistical detector and the beamformer-based acquisition is driven by implementation aspects, such as the computational complexity or the integration of the required signal processing structures into the downstream signal tracking architecture.
In some cases, discrepancies regarding the enzymatic profiles calculated are observed mainly due to the system's structure, that is, to the fact that the problem contains multiple solutions attaining the same performance in terms of objective function value but involving different enzymatic configurations, as discussed in section 2.3.
These devices outperform MOS-based ESD protection devices by about four times, attaining roughly the same performance as diodes.
Noteworthy, the same performance was not attained using methods, such as PocketMatch [40], which consider the structure of the ligands as the starting point to calculate a similarity score (Fig. 4).
Actually, France and the Netherlands have basically the same performance.
It's pretty much the same performance.
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