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The Bayesian Regularization (BR) training method with full sampling was employed to train the network.
As compared with the optimal method with full and perfect CSI, the proposed method offers little spectral efficiency degradation with the much lower computational complexity and feedback overhead.
Thermal radiation transfer in one-dimensional parallel plates and two-dimensional rectangle enclosures filled with non-gray gases, namely CO2, H2O, or their mixtures, is calculated using the spectral collocation method with full spectrum k-distribution model (SCM FSK).
Specifically, in the linear model case (Additional file 2: Table S1), when the between-group contrast is small (δ = 0.3), the naive estimate is seriously biased, but CEM method (with full measurements) has shown significant improvement.
The methodology of the meeting adopted all modern means for reaching consensus and included an internet-based Delphi method with full access to published data in a completely 'neutral' environment.
In the logistic regression (Additional file 2: Table S3), when the between-group contrast is small (δ = 0.3), the naive estimate is highly biased, whereas CEM method (with full measurements) adjusts the bias significantly.
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UKF-NB-4VCR cells were transfected using the calcium phosphate co-precipitation method with full-length cDNA, encoding the human NCAM-140 kDa isoform inserted in sense of the eukaryotic expression vector pHβ-Apr-1-neo [ 14].
Further clinical practice now awaits new randomized controlled trials to prove that PGS with biopsy at other stages, and using new array methods with full chromosome analysis, improves live birth rates and reduces miscarriage rates [ 3].
However, by calculating the Cholesky Decomposition we could compute the kernel method successfully with full accuracy (see Tables S7, S8).
A comparison of the present method with the full order model and a conventional reduced order model indicates that the present method is useful in carrying out an efficient analysis and design optimization for various large-scale structural dynamic systems.
To define the 3′ end of the UL49 locus alternative mRNAs, we carried out the RACE method with 3′-Full RACE Core Sets (Takara) and all the primers have been listed in Table 1 and Figure 1.
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