Evidence map›Paper›PMID 41830477›Full record

ArticleJournal of neurophysiology2026

Nonuniform spike count shared variability in the mouse early visual system.

Jordan L Hickman, Juan Santiago Moreno, Grant Hughes, Eashan Sahai, Nicholas Garcia, Daniel J Denman

Abstract read
In one paragraph

Article in Journal of neurophysiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jordan L HickmanDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.ORCID 0000-0002-9048-2247
Juan Santiago MorenoDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.ORCID 0000-0003-0875-1856
Grant HughesDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.ORCID 0009-0001-5765-2347
Eashan SahaiDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.ORCID 0009-0009-4685-4267
Nicholas GarciaDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.
Daniel J DenmanDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States.ORCID 0000-0003-1075-1265

Funding

Computational Bioscience Program Training GrantT15LM009451 · NLM · UNIVERSITY OF COLORADO DENVER · PI Katherina Kechris-Mays, Arjun Krishnan · 2007 to 2026
$11.7M
Interrogating the propagation of electrical stimulation across scales in vivoR01NS120850 · NINDS · UNIVERSITY OF COLORADO DENVER · PI DENMAN, DANIEL JAMES · 2021 to 2025
$2.6M
Millisecond resolution statistics of cortical populationsR00EY028612 · NEI · UNIVERSITY OF COLORADO DENVER · PI DENMAN, DANIEL JAMES · 2019 to 2021
$859k
Thalamocortical mechanisms producing spatial chromatic contrast in mouse V1F30EY034775 · NEI · UNIVERSITY OF COLORADO DENVER · PI Juan Gabriel Santiago Moreno · 2023 to 2026
$149k
HHS | NIH | National Eye Institute (NEI) F30EY034775HHS | NIH | National Eye Institute (NEI) R00EY028612HHS | NIH | National Institute of Neurological Disorders and Stroke (NINDS) R01NS120850NEI NIH HHS F30 EY034775NEI NIH HHS R00 EY028612NINDS NIH HHS R01 NS120850NLM NIH HHS T15 LM009451
6 · The paper itself

Abstract

Sensory stimuli are represented by the joint activity of large populations of neurons across the mammalian cortex. Information in such responses can be affected by trial-to-trial variability. Because that variability is not independent between neurons, it has the potential to improve or degrade the amount of sensory information in the population response. How potential shared variability at different timescales is structured in neural populations, potential sources of shared variability, and how visual information in specific population is affected by variability all remain open empirical questions. Here, we use neuropixels to simultaneously record tens to hundreds of single neurons in connected structures, primary visual cortex (V1) and lateral geniculate nucleus (dLGN), of awake mice. We measured global and layer-specific shared spike count variability at second to millisecond timescales, and compared shared variability between specific visual drive and a generic electrically-evoked cortical drive. At the population level, we found the shared variability was low-dimensional, and could support a mix of synergistic and redundant coding, depending on timescale. In practice, decoders could use shared variability to enhance fine (<10 ms) information, but shared variability had minimal effect at a timescale of 100 ms in V1. Our results suggest information about visual inputs in shared variability is present, not uniform, and is distributed across physically overlapping but distinct ensembles in V1.

Indexed as

Action PotentialsGeniculate BodiesNeuronsPrimary Visual CortexVisual CortexVisual PerceptionAnimalsFemaleMaleMiceMice, Inbred C57BLPhotic StimulationVisual Pathwaysneural codingvariabilityvisual cortexvisual information

Identifiers

PMID41830477
PMCPMC13134375

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.