Do we understand the emergent dynamics of grid cell activity?
Yoram Burak, Ila R. Fiete
TL;DR
This paper investigates how continuous attractor network models can explain the complex dynamics observed in grid cell activity, aiming to deepen understanding of their emergent properties.
Contribution
It provides a detailed analysis of the qualitative and quantitative behaviors of continuous attractor networks in modeling grid cell dynamics.
Findings
Continuous attractor networks can replicate key features of grid cell activity.
Quantitative properties of these networks match experimental data.
Insights into the emergent dynamics of grid cells are gained.
Abstract
We examine the qualitative and quantitative properties of continuous attractor networks in explaining the dynamics of grid cells.
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Taxonomy
TopicsNeural dynamics and brain function · Photoreceptor and optogenetics research · Gene Regulatory Network Analysis