Volume 12 Supplement 1

Twentieth Annual Computational Neuroscience Meeting: CNS*2011

Open Access

A physiologically inspired model for global remapping in the hippocampus

  • Axel Kammerer1Email author,
  • Alexander Mathis1, 2, 3,
  • Martin Stemmler1, 2,
  • Andreas Herz1, 2 and
  • Christian Leibold1, 2
BMC Neuroscience201112(Suppl 1):P194

DOI: 10.1186/1471-2202-12-S1-P194

Published: 18 July 2011

The hippocampus is a brain structure that is involved in the formation and recall of episodic memories, including space-related behavior. Place-specific hippocampal activity patterns change dramatically if the animal is exposed to the same maze in different lab environments (global remapping) [1]. Global remapping leads to decorrelated activity patterns, which is essential for many models of associative memory: it sustains flexibility and allows many patterns to be stored.

During hippocampal remapping the spatial activity pattern of grid cells undergoes locally coherent rotations and translations [2], but it is not known whether this coherence extends over different spatial modules, which are anatomically separated within the entorhinal cortex [3]. Within a computational approach, we studied the influence of the incoherent realignment of different independent modules on the formation of place cell firing patterns in the hippocampus. We find that global remapping can indeed be caused by realigning a realistic number of modules, given the experimental constraints.

We employed a model in which a superposition of grid cell outputs give rise to place cells for a single environment [4]. We investigate the behavior of the place cell output layer in response to incoherent rotations and translations of the spatial patterns in the grid cell modules, while leaving the synaptic weights from the grid layer to place layer unaltered. Simulations of the full model qualitatively agree with the findings in experiments by Fyhn et al. 2007 (Fig. 1). For different environments, place cells are spatially uncorrelated (black dots) and rates vary strongly due to global remapping. Returning the animal to the initial environment, as a control condition, produces the old map (blue circles) with largely similar rates. In these simulations the maximal length of shifts in each module is constrained by experiments [2].
https://static-content.springer.com/image/art%3A10.1186%2F1471-2202-12-S1-P194/MediaObjects/12868_2011_Article_2212_Fig1_HTML.jpg
Figure 1

Experiments versus Theory. A) Figure adapted from [2]. For different environments (black dots), small spatial correlation exists between place maps, and the rates can vary drastically (as measured by the rate overlap). Returning to the initial environment (blue circles) retrieves the old map with only slight changes to the rates. B) In simulations, large-scale, incoherent translations and rotations (black dots) of grid modules induce global remapping. In the control condition (return to the original environment, blue dots), noise was added to the place cell firing patterns, resembling the trial-to-trial variance of experiments.

The grid layer thus provides a low dimensional parameterization of the different place maps without any synaptic plasticity in the projections, thereby indexing spatial memories. This result suggests that different independent modules are present in the entorhinal cortex and that their grid fields co-realign during global remapping.

Authors’ Affiliations

(1)
Division of Neurobiology, Ludwig-Maximilians-Universität München
(2)
Bernstein Center for Computational Neuroscience Munich, University
(3)
Graduate School for Systemic Neuroscience, LMU Munich

References

  1. Leutgeb JK, Leutgeb S, Moser MB, Moser EI: Pattern separation in the dentate gyrus and CA3 of the hippocampus. Science. 2007, 315: 961-6. 10.1126/science.1135801.View ArticlePubMedGoogle Scholar
  2. Fyhn M, Hafting T, Treves A, Moser MB, Moser EI: Hippocampal remapping and grid realignment in entorhinal cortex. Nature. 2007, 446: 190-4. 10.1038/nature05601.View ArticlePubMedGoogle Scholar
  3. Witter MP, Moser EI: Spatial representation and the architecture of the entorhinal cortex. Trends in neurosciences. 2006, 29: 671-8. 10.1016/j.tins.2006.10.003.View ArticlePubMedGoogle Scholar
  4. de Almeida L, Idiart M, Lisman JE: The single place fields of CA3 cells: A two-stage transformation from grid cells. Hippocampus. n/a: doi: 10.1002/hipo.20882

Copyright

© Kammerer et al; licensee BioMed Central Ltd. 2011

This article is published under license to BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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