1
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Long-term stability of cortical ensembles

      research-article

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Neuronal ensembles, coactive groups of neurons found in spontaneous and evoked cortical activity, are causally related to memories and perception, but it is still unknown how stable or flexible they are over time. We used two-photon multiplane calcium imaging to track over weeks the activity of the same pyramidal neurons in layer 2/3 of the visual cortex from awake mice and recorded their spontaneous and visually evoked responses. Less than half of the neurons remained active across any two imaging sessions. These stable neurons formed ensembles that lasted weeks, but some ensembles were also transient and appeared only in one single session. Stable ensembles preserved most of their neurons for up to 46 days, our longest imaged period, and these ‘core’ cells had stronger functional connectivity. Our results demonstrate that neuronal ensembles can last for weeks and could, in principle, serve as a substrate for long-lasting representation of perceptual states or memories.

          Related collections

          Most cited references59

          • Record: found
          • Abstract: found
          • Article: not found

          Spontaneous behaviors drive multidimensional, brainwide activity

          Neuronal populations in sensory cortex produce variable responses to sensory stimuli and exhibit intricate spontaneous activity even without external sensory input. Cortical variability and spontaneous activity have been variously proposed to represent random noise, recall of prior experience, or encoding of ongoing behavioral and cognitive variables. Recording more than 10,000 neurons in mouse visual cortex, we observed that spontaneous activity reliably encoded a high-dimensional latent state, which was partially related to the mouse’s ongoing behavior and was represented not just in visual cortex but also across the forebrain. Sensory inputs did not interrupt this ongoing signal but added onto it a representation of external stimuli in orthogonal dimensions. Thus, visual cortical population activity, despite its apparently noisy structure, reliably encodes an orthogonal fusion of sensory and multidimensional behavioral information.
            Bookmark
            • Record: found
            • Abstract: not found
            • Book: not found

            Dropout: a simple way to prevent neural networks from overfitting

              Bookmark
              • Record: found
              • Abstract: found
              • Article: not found

              Long-term dynamics of CA1 hippocampal place codes

              Via Ca2+-imaging in freely behaving mice that repeatedly explored a familiar environment, we tracked thousands of CA1 pyramidal cells' place fields over weeks. Place coding was dynamic, for each day the ensemble representation of this environment involved a unique subset of cells. Yet, cells within the ∼15–25% overlap between any two of these subsets retained the same place fields, which sufficed to preserve an accurate spatial representation across weeks.
                Bookmark

                Author and article information

                Contributors
                Role: Reviewing Editor
                Role: Senior Editor
                Journal
                eLife
                Elife
                eLife
                eLife
                eLife Sciences Publications, Ltd
                2050-084X
                30 July 2021
                2021
                : 10
                : e64449
                Affiliations
                [1 ] Department of Biological Sciences, Columbia University New York United States
                University of Cambridge United Kingdom
                Stanford University United States
                University of Cambridge United Kingdom
                Howard Hughes Medical Institute United States
                Stanford University United States
                Author information
                https://orcid.org/0000-0001-8502-1692
                https://orcid.org/0000-0002-2243-8703
                https://orcid.org/0000-0003-4206-497X
                Article
                64449
                10.7554/eLife.64449
                8376248
                34328414
                92f86555-8298-4127-9f00-1b5a0ada3529
                © 2021, Pérez-Ortega et al

                This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.

                History
                : 29 October 2020
                : 29 July 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100000053, National Eye Institute;
                Award ID: R01EY011787
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100000025, National Institute of Mental Health;
                Award ID: R01MH115900
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100007350, Consejo Nacional de Ciencia y Tecnología;
                Award ID: CVU365863
                Award Recipient :
                The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
                Categories
                Short Report
                Neuroscience
                Custom metadata
                Spontaneous and visually evoked neuronal ensembles in mouse visual cortex can last for weeks, potentially supporting the long-lasting representation of perceptions and memories.

                Life sciences
                ensembles,visual cortex,stability,memory,two-photon,multiplane,mouse
                Life sciences
                ensembles, visual cortex, stability, memory, two-photon, multiplane, mouse

                Comments

                Comment on this article