Literature DB >> 34433077

Representational drift in the mouse visual cortex.

Daniel Deitch1, Alon Rubin1, Yaniv Ziv2.   

Abstract

Recent studies have shown that neuronal representations gradually change over time despite no changes in the stimulus, environment, or behavior. However, such representational drift has been assumed to be a property of high-level brain structures, whereas earlier circuits, such as sensory cortices, have been assumed to stably encode information over time. Here, we analyzed large-scale optical and electrophysiological recordings from six visual cortical areas in behaving mice that were repeatedly presented with the same natural movies. Contrary to the prevailing notion, we found representational drift over timescales spanning minutes to days across multiple visual areas, cortical layers, and cell types. Notably, neural-code stability did not reflect the hierarchy of information flow across areas. Although individual neurons showed time-dependent changes in their coding properties, the structure of the relationships between population activity patterns remained stable and stereotypic. Such population-level organization may underlie stable visual perception despite continuous changes in neuronal responses.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  calcium imaging; manifold; neuropixels; representational drift; tuning curve; visual cortex

Mesh:

Year:  2021        PMID: 34433077     DOI: 10.1016/j.cub.2021.07.062

Source DB:  PubMed          Journal:  Curr Biol        ISSN: 0960-9822            Impact factor:   10.834


  9 in total

1.  Emergent reliability in sensory cortical coding and inter-area communication.

Authors:  Sadegh Ebrahimi; Jérôme Lecoq; Oleg Rumyantsev; Tugce Tasci; Yanping Zhang; Cristina Irimia; Jane Li; Surya Ganguli; Mark J Schnitzer
Journal:  Nature       Date:  2022-05-19       Impact factor: 49.962

2.  Volatile neurons unite to stabilize visual experience.

Authors:  Tatiana Engel
Journal:  Nature       Date:  2022-05       Impact factor: 49.962

3.  Contribution of behavioural variability to representational drift.

Authors:  Sadra Sadeh; Claudia Clopath
Journal:  Elife       Date:  2022-08-30       Impact factor: 8.713

4.  Role of Sleep in Formation of Relational Associative Memory.

Authors:  Timothy Tadros; Maxim Bazhenov
Journal:  J Neurosci       Date:  2022-05-25       Impact factor: 6.709

5.  Dynamic Distortion of Orientation Representation after Learning in the Mouse Primary Visual Cortex.

Authors:  Julien Corbo; John P McClure; O Batuhan Erkat; Pierre-Olivier Polack
Journal:  J Neurosci       Date:  2022-04-27       Impact factor: 6.709

6.  Self-healing codes: How stable neural populations can track continually reconfiguring neural representations.

Authors:  Michael E Rule; Timothy O'Leary
Journal:  Proc Natl Acad Sci U S A       Date:  2022-02-15       Impact factor: 12.779

7.  Bias-free estimation of information content in temporally sparse neuronal activity.

Authors:  Liron Sheintuch; Alon Rubin; Yaniv Ziv
Journal:  PLoS Comput Biol       Date:  2022-02-11       Impact factor: 4.475

8.  Multiple Mechanistically Distinct Timescales of Neocortical Plasticity Occur During Habituation.

Authors:  Francesca A Chaloner; Sam F Cooke
Journal:  Front Cell Neurosci       Date:  2022-04-08       Impact factor: 6.147

9.  Enhanced stability of complex sound representations relative to simple sounds in the auditory cortex.

Authors:  Harini Suri; Gideon Rothschild
Journal:  eNeuro       Date:  2022-07-21
  9 in total

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