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To address these problems, this paper explores a novel advanced encoding scheme, which reduces both memory demand and execution time, and provides improved performance.
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For instance, using the IOB tag in comparison to IOBES, both the memory demand and training time are around three time less.
Caris & Co. upgraded Micron Technology to "buy" from "above average," citing rising flash memory demand and an attractive sector valuation driven by the recent rise in interest rates.
This turns out to be mentioned almost in passing in subsection "Replay is enhanced by spatial working memory demand", and is easy to miss because it refers to the supplemental figure in Materials and Methods, rather than to presented data.
Between each arm choice the doors were held in the closed position for 20 s to increase the spatial working memory demand and prevent rats from making successive entries to adjacent arms.
The details of the algorithm, the time complexity (computation costs), memory demands, and thermodynamics for pseudoknots are explained in detail in Text S2.
Target word and picture stayed on the screen throughout the trial to reduce working memory demands, and each target occurred only once in the study.
Previously drawn beads were displayed throughout the trial, to reduce working memory demands, and the sequence of drawn beads was fixed across all participants.
Moreover, also the involvement of the left dorsolateral prefrontal cortex may indicate increased working memory demands and additional operations in calculation (e.g., [ 12, 41, 42]), but also processes of cognitive control (e.g., [ 13]).
Broca's area is preferentially activated by reversible sentences with complex syntax, but various linguistic factors may be responsible for this finding, including syntactic movement, working-memory demands, and post hoc reanalysis.
Since the BayesRS model only uses very condensed information from the other population, the increase in memory demand is negligible, and the extra complexity of the model only slightly increases the CPU run time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com