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Second, we aim to analyze the overhead due to the code interpretation mechanism, by comparing the consumption of resources by compiled and interpreted tasks, respectively.
While Matlab code may run more slowly than equivalent code in compiled programming languages, performance can be dramatically improved through code vectorisation, which minimises the impact of code interpretation overheads (Brette and Goodman 2011).
Indeed, as the code interpretation overhead begins to dominate VERTEX's calculation times in small simulations, running the same model but with only one neuron in the population took ~227 s in VERTEX but <2 s in LFPy.
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According to Honor Code interpretations and applications, different examinations may be given at these alternative times.
GM, AM, and PK helped with VA data coding, interpretation of the results, and editing of the manuscript.
We were responsive to the fact that our backgrounds were distinctly different than these participants by engaging in reflexivity at our weekly coding meetings to explore and establish distance from our preconceptions in our coding interpretations (Malterud 2001).
We employed multiple-coding, i.e., coding and interpretation of codes were carried out by different researchers [ 39].
Each survey asked for code status interpretation of stand-alone Physician Orders for Life-Sustaining Treatment (POLST) and living will (LW) documents in 9 scenarios.
PW provided substantive input on study design, Read code selection, interpretation of findings, and revision of manuscript drafts.
To ensure the trustworthiness of coding and interpretation, ten transcripts were randomly selected and coded independently by MP and EvT and any divergences discussed.
The purpose of this was not to reach concordance but rather to introduce different viewpoints regarding coding and interpretation of the data and to refine the coding and analysis [ 38].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com