Mapping parameters in the published literature.

<p>A) Top: bin sizes used to generate histogram firing rate maps in the literature, surveyed across 100 published papers and plotted as a function of publication year. Gaussian jitter (mean = 0, σ = 2) was added to the literature values to make visualization of overlapping data clearer. Bottom...

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Bibliographic Details
Main Author:	Roddy M. Grieves (3639226) (author)
Published:	2023
Subjects:	Neuroscience Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified usually chosen qualitatively using simulated datasets slowest methods tested organism &# 8217 optimal parameter set impact results significantly averaged shifted histograms low sampling well low positional sampling smoothed bivariate histograms least error possible firing rate maps fastest computation times widely used approaches parameters yielding 1 multiple tuning parameters tuning parameters yielded low computation time bivariate histogram balanced error accurate maps binning approaches xlink "> spatial smoothing spatial location small changes recording duration quantitative investigation missing values desirable method consistently associated clear subset also among adaptive smoothing
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Mapping parameters in the published literature.

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