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First, it uses the perturbed subspace method (PSM) to extend the range of sample space for task sample training, which is an effective way to improve the robustness of a training system.
For each functional MRI (fMRI) task, samples for the classifier were constructed by estimating a general linear model (32).
This is not the same as taking a single 8-hr air sample on 1 day because the 3-month averaging of the task data does not reveal the daily up and down variation in the individual task sample results.
It is shown that the time-intensive task of sampling the percolation configurations is expedited by the inherent parallelism of this approach.
For the task of sampling from the prior subject to a likelihood constraint (step 3d), we provide three methods.
The task of sampling a high-dimensional parameter space reduces to scanning a one-dimensional prediction space.
The FPSCs [1] will be devoted to data acquisition tasks (sampling rates >1 kSPS) and control purposes in closed-control loops whose cycle times are below 1 ms.
It was explained that time was not available to actually complete the tasks; the goal instead was to ensure that every task was sampled.
In this article, we provide an overview of important considerations for longitudinal fMRI research in developmental samples, including task design, sampling strategies, and group-level analyses.
A two-way repeated measures factorial analysis with within-subject factors of working memory load (high [n = 2] and low [n = 1]), and time (8 post-task samples) was performed within each cluster.
In the former study, older adolescent boys showed the strongest reactivity to the task, but it was only for adolescent girls that having a stronger reaction to the TSST (larger increase in cortisol from pre-task to 20-min post-task samples) was associated with having more internalizing problems (Klimes-Dougan et al. 2001).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com