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Moreover, we adopt an improved DNN dereverberation system we proposed recently [12] by adopting a linear output layer and globally normalizing the target features into zero mean and unit variance.
These artifacts cannot be eliminated by globally normalizing the data.
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An improved DNN dereverberation system we proposed recently [12] adopted a linear output layer and globally normalized the target features into zero mean and unit variance, achieving the state-of-the-art performances.
Functional data sets were corrected for motion, and mean scaling of intensity was globally normalized.
Experimentally acquired intensities were globally normalized across all acquisition runs.
The mean of each array was globally normalized to 500.
Acquired intensities in the experiment were globally normalized across all acquisition runs, and individual quantitative samples were normalized within each acquisition run.
The signal intensity of each gene was globally normalized within the GeneSpring GX Software (Agilent Technologies, Santa Clara, California, USA) following the workflow guide [ 92].
The original data for this study was obtained from Genevestigator [ 18], a database of manually annotated, quality controlled and globally normalized public gene expression experiments.
The globally normalized data from both platforms were scaled to 1.0 in order to bring both platforms to the same intensity range for comparative purposes.
Ultimately, a population genomics approach will provide information about the relative effects of genetic drift versus natural selection, and the inference of these evolutionary forces can be globally normalized against the effects of bottlenecks, subdivision, and demography.
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