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Representational drift in the mouse visual cortex

Alon Rubin, Yaniv Ziv

Research output: Contribution to journalArticlepeer-review

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. [Display omitted] •The visual cortex exhibits representational drift over minutes to days•Drift is characterized by both changes in cells’ activity rates and tuning•Neural-code stability does not follow the hierarchy of the visual system•The relationships between population activity patterns remain stable over time Deitch et al. find continuous changes in neuronal responses to the same stimuli (representational drift) over minutes to days across multiple visual areas, cortical layers, and cell types. Despite these changes in the coding of individual cells, the structure of the relationships between population activity patterns remains stable and stereotypic.
Original languageEnglish
Pages (from-to)4327-4339.e6
JournalCurrent Biology
Volume31
Issue number19
Early online date24 Aug 2021
DOIs
StatePublished - 11 Oct 2021

All Science Journal Classification (ASJC) codes

  • General Neuroscience
  • General Biochemistry,Genetics and Molecular Biology
  • General Agricultural and Biological Sciences

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