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Second, we neglect the small minority of cells with multiple place fields near (textbf{x}_{k}).
Using a combination of extracellular and juxtacellular techniques, we showed that granule cells were extremely sparse in their firing and highly selective for a small number of spatial environments, whereas mossy cells fired promiscuously in multiple environments, typically displaying multiple place fields in each environment.
Fenton et al. claim that 85% of dorsal CA1 place cells have multiple place fields, and the majority of cells in Rich et al. have multiple place fields in a 48m track, some having dozens of place fields.
This variability can change the prediction of regularity in the locations of multiple place fields in a naive summation model.
The studies of Fenton et al., 2008, and Rich et al., 2014, find that dorsal place cells often have multiple place fields.
To the contrary, the data (Fenton et al., 2008; Rich et al., 2014) show that the multiple place fields of dorsal hippocampal cells are organized in a disorderly fashion.
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The megamap model flexibly recombines place cells to extend standard attractor network models of place cells, in which the majority of cells have one place field, to larger environments in which place cells have been shown experimentally to have multiple, irregularly spaced place fields [24 26].
Battaglia, F. P. & Treves, A. Attractor neural networks storing multiple space representations: a model for hippocampal place fields.
This result indicates that the experience- and genotype-dependent changes in place field size reported above result from the spatial tuning of initially large place fields rather than from the scattering of large place fields into multiple smaller ones.
Convergence of spatially periodic input at multiple scales, from so-called grid cells in the entorhinal cortex, might result in non-periodic spatial firing patterns (place fields) in the hippocampus.
hippocampal place fields.
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