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Increasing the surround variance acts to slightly broaden the frequency tuning, and increasing the strength of the compression acts to increase the overall suppression and sharpen the frequency tuning.
The iterative algorithm proposed by Wipf and Nagarajan (2008) can therefore be applied to find a sparse solution for (9) The error variance acts as the tuning parameter that controls the shrinkage of the ARD.
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We can intuitively see that if only one neuron, neuron n, has a high characteristic variance, then it acts like the single-neuron integrator as (g_{[n]}) approaches N, and neuron n dominates the global feedback signal.
The percentages of total variance (for each ACT concept) that were explained at the unit and nursing home levels are summarized in Table 4.
We then used multi-level modeling to assess whether aggregation of healthcare aide responses to the unit level (as defined by the TREC care unit definition) would lead to a higher amount of explained variance in the ACT concepts relative to no aggregation or aggregation to the nursing home level (i.e., would aggregation to the unit level increase the explanatory power in our models?).
While technical variance is low, it acts subsequent to biological variance, and can therefore amplify or dampen the fold changes that occur to due to environmental variance.
From the population genetics literature on asexual populations in which interference effects are at play, it is well known that an increase in the fitness variance of a population acts to slow adaptive evolution and make the characteristic size of adaptive mutations that fix larger.
While many studies have investigated how natural selection affects the expected number of offspring produced by an individual, less attention has been given to the degree to which selection acts on the variance in offspring number, or reproductive variance.
By contrast, immunodominant responses will favour different escape variants at different times, which will decrease the diversity in the viral population, and hence the variance which recombination can act on.
We found statistically significant between-nursing home variance for all 10 ACT concepts.
We also calculated the amount of explained variance gained for each ACT concept by aggregating responses to higher levels.
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