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This new embedded architecture has substantially lower complexity than the existing ones and thus requires less computational resources.
Furthermore, it is shown that a brute-force approach is not feasible and the proposed automated PC optimization achieves substantially lower complexity.
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We consider application of the offset-min-sum approximation [12] to the TDMP algorithm, which yields floating-point decoder performance comparable to the original TDMP algorithm with substantially lower decoding complexity.
The main advantage of Algorithm 1 is that the computational complexity is substantially lower than that of other algorithms for noise estimation in hyperspectral data in the literature.
Our research however suggests that in terms of literacy, the complexity of content of vocational programs may be substantially lower, so they more strongly draw in participants from the lower end of the skill distribution at the completion of the previous level, especially in countries with highly occupationally specific vocational training.
Although these methods can substantially improve the performance of OFDM systems in high Doppler scenarios with lower complexity, the requirement of the relatively large matrix inversion operations and addition memory is still unavoidable.
A similar complexity trend for the linear MMSE receiver illustrated in Fig. 3 shows a relatively lower complexity than the standard ML detector; however, its complexity still substantially exceeds that of the remaining strategies as a cubic cost is brought.
Marbach et al. [ 8] report substantially lower accuracies (of unsupervised methods) for S. cerevisiae and attribute this to the increased regulatory complexity and prevalence of posttranscriptional regulation in eukaryotes and/or to the lower coverage of the S. cerevisiae network.
"We substantially lower CO2 emissions.
Thus, installation costs are substantially lower.
(Zhukova says that the figure was substantially lower).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com