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When searching through this space, an animal using the maximally informative trajectory should move in the direction that maximizes its information about the location of food.
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Previous work shows that the most informative trajectories were extracted from the region of interest (ROI); motion and shape are two important information sources from human action videos.
10.7554/eLife.04220.004 Figure 2. Maximally informative trajectories exhibit abrupt transitions between spiral-like and straight motion towards the boundary.
The authors say "Ultimately, maximally informative trajectories could potentially exhibit a much greater degree of diversity than can be accounted for by the simpler drift-diffusion model".
Analyzing these solutions, we find that the maximally informative trajectories first take the searcher towards the peak in the maximum likelihood of food distribution and then follow an outward motion.
7) "Invariance properties that characterize the maximally informative foraging trajectories" – what is meant by "invariance" here?
DOI: http://dx.doi.org/10.7554/eLife.04220.009 The maximally informative foraging trajectories are affected not only by the width of the prior distribution but also by odorant characteristics.
Notably, the drift rate depends primarily on the ratio σ/ L. These results demonstrate that maximally informative foraging trajectories can be approximated by a simple drift-diffusion model across a range of behaviorally relevant conditions.
In time, prospective developmental comparisons between different monogenic causes of RE spectrum disorders may be informative of distinct neurodevelopmental trajectories, reflecting molecular pathways which may be amenable to therapeutic modification.
Is information always informative?
Childhood BMI trajectory characteristics are informative in describing childhood body mass changes and can be estimated conveniently.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com