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We complement the geometric model by taking the statistical connectivity of thalamocortical afferents from LGN to V1 into consideration and propose that this approach provides a better explanation for the emergence of feature maps.
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Therefore, although our empirical method loses sensitivity by taking the proposed statistical tests, the precision of transcript border identification is highly increased.
The discrepancy in the results could be reduced by using a more accurate wave function and by taking the MD sampling to reduce statistical errors.
Statistical testing was done by taking the sum of power within a band of interest on individual trials, and then comparing power during the 30 s stimulation against power during the 30 s immediately preceding TRN stimulation.
Prior to statistical analysis, water quality data were transformed to reduce heteroscedasticity by taking the natural logarithm [ln(x + 1)].
Instead, we may consider examining the average transmission performance of the channel and the average system performance by taking into account the statistical characteristics of the channels and managing to optimize the average performance of the system.
By taking a statistical approach, we effectively modeled the natural variation in features observed on behavioral patterns.
The sample size was computed by taking into account the statistical tests and analysis to be conducted.
GPI is similar to Strength, except that the contribution of each gene is additionally weighted by taking into account the statistical significance of its differential expression.
Zheng et al. [ 29] recently reported a new SANN model, Poisson-based Growing Self-Organizing Map (PGSOM), which implements novel weight adaptation and neurone growing strategies by taking into account the statistical properties of SAGE data.
The idea is to plan proactively by taking into account statistical assessments of potential future opportunities and needs, as opposed to planning reactively (and therefore iteratively) to changing current circumstances.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com