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Angelo Arleo

Researcher at Vision Institute

Publications -  117
Citations -  2356

Angelo Arleo is an academic researcher from Vision Institute. The author has contributed to research in topics: Spatial cognition & Spatial memory. The author has an hindex of 22, co-authored 109 publications receiving 1837 citations. Previous affiliations of Angelo Arleo include Paris-Sorbonne University & University of Paris.

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Spatial cognition and neuro-mimetic navigation: a model of hippocampal place cell activity.

TL;DR: The spatial representation in this model of the rat hippocampus is built on-line during exploration via two processing streams and focuses on the neural pathway connecting the hippocampus to the nucleus accumbens.
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Is there a geometric module for spatial orientation? Insights from a rodent navigation model.

TL;DR: The authors proposed and tested the alternative hypothesis that the influence of spatial geometry on both behavioral and neuronal levels can be explained by the properties of visual features that constitute local views of the environment, and suggested that the pattern of diagonal errors observed in reorientation tasks can be understood by the analysis of sensory information processing that underlies the navigation strategy employed to solve the task.
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Rapid Spatial Reorientation and Head Direction Cells

TL;DR: Evidence is brought for the first time that a fundamental component of the capacity to rapidly reorient in a familiar environment may be brought about by updating of HD cell responses as rapidly as 80 msec after changes in the visual scene.
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Cognitive navigation based on nonuniform Gabor space sampling, unsupervised growing networks, and reinforcement learning

TL;DR: A state space representation is constructed by unsupervised Hebbian learning during exploration and a representation of the continuous two-dimensional manifold in the high-dimensional input space is found that is comparable to the representation provided by hippocampal place cells in rats.