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However, this is not to say that trigram models are not useful for the present task, or that those models still suffer from data sparseness.
The Laplacian pyramid decomposition is a suitable MR decomposition for the present task as it is simple, efficient and better mirrors the multiple scales of processing in the HVS.
We caution the reader that AIC and BIC may be inappropriate for the present task because both criteria invoke strong assumptions.
For the present task conditions, one might speculate that information persistence allowed successive dots to accumulate, such that dots from the random subsets could eventually form contiguous strings that provided contour attributes.
It showed deactivation for both task conditions (maintenance and manipulation) as contrasted to baseline (p <.05, corrected; for a full description of the task-negative network for the present task, see the supplement, Table S 3 and Fig. S 3).
The mean d′ calculated for the present task was 0.775 ±0.2599, p against zero <.001), which reflects a fairly difficult task, with the difference between signal and noise distribution being slightly lower than one standard deviation of the z-statistic (i.e., 1).
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Temporal resolutions of up to 50 Hz are available using these techniques (Elsabbagh et al., 2009); spatial resolution is low, but this is nonessential for tasks such as the present task, in which the aim is only to estimate the point at which the eyeball first deviates from the midline following a successful fixation.
For seven behavioural experiments investigating the subtle spatial modulations of performance that may be found when using the present task, and for further discussion see [9], [20].
Thus, the present task allowed for analysis of both spatial and temporal aspects of behaviour.
Second, the present task may be criticized for its lack of ecological validity.
In other words, the information from various sources, with explicit authenticity representing one such component, can affect brain activation individually, with the potential to affect behavior through stimulus and modality integration, even if this effect was not enough for the present experimental task.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com