Literature DB >> 35879320

Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations.

Omer Hazon1, Victor H Minces2, David P Tomàs3, Surya Ganguli1, Mark J Schnitzer1, Pablo E Jercog4,5.   

Abstract

Neurons in the CA1 area of the mouse hippocampus encode the position of the animal in an environment. However, given the variability in individual neurons responses, the accuracy of this code is still poorly understood. It was proposed that downstream areas could achieve high spatial accuracy by integrating the activity of thousands of neurons, but theoretical studies point to shared fluctuations in the firing rate as a potential limitation. Using high-throughput calcium imaging in freely moving mice, we demonstrated the limiting factors in the accuracy of the CA1 spatial code. We found that noise correlations in the hippocampus bound the estimation error of spatial coding to ~10 cm (the size of a mouse). Maximal accuracy was obtained using approximately [300-1400] neurons, depending on the animal. These findings reveal intrinsic limits in the brain's representations of space and suggest that single neurons downstream of the hippocampus can extract maximal spatial information from several hundred inputs.
© 2022. The Author(s).

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Year:  2022        PMID: 35879320      PMCID: PMC9314334          DOI: 10.1038/s41467-022-31254-y

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   17.694


  63 in total

1.  Organization of cell assemblies in the hippocampus.

Authors:  Kenneth D Harris; Jozsef Csicsvari; Hajime Hirase; George Dragoi; György Buzsáki
Journal:  Nature       Date:  2003-07-31       Impact factor: 49.962

2.  The effect of noise correlations in populations of diversely tuned neurons.

Authors:  Alexander S Ecker; Philipp Berens; Andreas S Tolias; Matthias Bethge
Journal:  J Neurosci       Date:  2011-10-05       Impact factor: 6.167

3.  Decorrelated neuronal firing in cortical microcircuits.

Authors:  Alexander S Ecker; Philipp Berens; Georgios A Keliris; Matthias Bethge; Nikos K Logothetis; Andreas S Tolias
Journal:  Science       Date:  2010-01-29       Impact factor: 47.728

4.  Implications of neuronal diversity on population coding.

Authors:  Maoz Shamir; Haim Sompolinsky
Journal:  Neural Comput       Date:  2006-08       Impact factor: 2.026

5.  Experience-dependent, asymmetric expansion of hippocampal place fields.

Authors:  M R Mehta; C A Barnes; B L McNaughton
Journal:  Proc Natl Acad Sci U S A       Date:  1997-08-05       Impact factor: 11.205

6.  Representation of three-dimensional space in the hippocampus of flying bats.

Authors:  Michael M Yartsev; Nachum Ulanovsky
Journal:  Science       Date:  2013-04-19       Impact factor: 47.728

7.  The structure of pairwise correlation in mouse primary visual cortex reveals functional organization in the absence of an orientation map.

Authors:  Daniel J Denman; Diego Contreras
Journal:  Cereb Cortex       Date:  2013-05-19       Impact factor: 5.357

Review 8.  Spatial representation in the hippocampal formation: a history.

Authors:  Edvard I Moser; May-Britt Moser; Bruce L McNaughton
Journal:  Nat Neurosci       Date:  2017-10-26       Impact factor: 24.884

9.  Network dynamics underlying the formation of sparse, informative representations in the hippocampus.

Authors:  Mattias P Karlsson; Loren M Frank
Journal:  J Neurosci       Date:  2008-12-24       Impact factor: 6.167

10.  Hippocampal representation of related and opposing memories develop within distinct, hierarchically organized neural schemas.

Authors:  Sam McKenzie; Andrea J Frank; Nathaniel R Kinsky; Blake Porter; Pamela D Rivière; Howard Eichenbaum
Journal:  Neuron       Date:  2014-06-05       Impact factor: 17.173

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