Models of grid cell spatial firing published 2005-2011.

Abstract:

:Since the discovery of grid cells in rat entorhinal cortex, many models of their hexagonally arrayed spatial firing fields have been suggested. We review the models and organize them according to the mechanisms they use to encode position, update the positional code, read it out in the spatial grid pattern, and learn any patterned synaptic connections needed. We mention biological implementations of the models, but focus on the models on Marr's algorithmic level, where they are not things to individually prove or disprove, but rather are a valuable collection of metaphors of the grid cell system for guiding research that are all likely true to some degree, with each simply emphasizing different aspects of the system. For the convenience of interested researchers, MATLAB implementations of the discussed grid cell models are provided at ModelDB accession 144006 or http://people.bu.edu/zilli/gridmodels.html.

journal_name

Front Neural Circuits

authors

Zilli EA

doi

10.3389/fncir.2012.00016

subject

Has Abstract

pub_date

2012-04-18 00:00:00

pages

16

issn

1662-5110

journal_volume

6

pub_type

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