Literature DB >> 24698278

State dependence of noise correlations in macaque primary visual cortex.

Alexander S Ecker1, Philipp Berens2, R James Cotton3, Manivannan Subramaniyan3, George H Denfield3, Cathryn R Cadwell3, Stelios M Smirnakis4, Matthias Bethge5, Andreas S Tolias6.   

Abstract

Shared, trial-to-trial variability in neuronal populations has a strong impact on the accuracy of information processing in the brain. Estimates of the level of such noise correlations are diverse, ranging from 0.01 to 0.4, with little consensus on which factors account for these differences. Here we addressed one important factor that varied across studies, asking how anesthesia affects the population activity structure in macaque primary visual cortex. We found that under opioid anesthesia, activity was dominated by strong coordinated fluctuations on a timescale of 1-2 Hz, which were mostly absent in awake, fixating monkeys. Accounting for these global fluctuations markedly reduced correlations under anesthesia, matching those observed during wakefulness and reconciling earlier studies conducted under anesthesia and in awake animals. Our results show that internal signals, such as brain state transitions under anesthesia, can induce noise correlations but can also be estimated and accounted for based on neuronal population activity.
Copyright © 2014 Elsevier Inc. All rights reserved.

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Year:  2014        PMID: 24698278      PMCID: PMC3990250          DOI: 10.1016/j.neuron.2014.02.006

Source DB:  PubMed          Journal:  Neuron        ISSN: 0896-6273            Impact factor:   17.173


  60 in total

1.  Population coding in neuronal systems with correlated noise.

Authors:  H Sompolinsky; H Yoon; K Kang; M Shamir
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2001-10-17

2.  Independent and redundant information in nearby cortical neurons.

Authors:  D S Reich; F Mechler; J D Victor
Journal:  Science       Date:  2001-12-21       Impact factor: 47.728

Review 3.  Monitoring depth of anesthesia: with emphasis on the application of the bispectral index and the middle latency auditory evoked response to the prevention of recall.

Authors:  J C Drummond
Journal:  Anesthesiology       Date:  2000-09       Impact factor: 7.892

Review 4.  Mechanisms of actions of inhaled anesthetics.

Authors:  Jason A Campagna; Keith W Miller; Stuart A Forman
Journal:  N Engl J Med       Date:  2003-05-22       Impact factor: 91.245

5.  Cortical responses to visual motion in alert and anesthetized monkeys.

Authors:  J Anthony Movshon; Thomas D Albright; Gene R Stoner; Najib J Majaj; Matthew A Smith
Journal:  Nat Neurosci       Date:  2003-01       Impact factor: 24.884

6.  Interaction of sensory responses with spontaneous depolarization in layer 2/3 barrel cortex.

Authors:  Carl C H Petersen; Thomas T G Hahn; Mayank Mehta; Amiram Grinvald; Bert Sakmann
Journal:  Proc Natl Acad Sci U S A       Date:  2003-10-31       Impact factor: 11.205

7.  Cells responding to changing image size and disparity in the cortex of the rhesus monkey.

Authors:  S M Zeki
Journal:  J Physiol       Date:  1974-11       Impact factor: 5.182

8.  Receptive fields and functional architecture of monkey striate cortex.

Authors:  D H Hubel; T N Wiesel
Journal:  J Physiol       Date:  1968-03       Impact factor: 5.182

9.  The orientation and direction selectivity of cells in macaque visual cortex.

Authors:  R L De Valois; E W Yund; N Hepler
Journal:  Vision Res       Date:  1982       Impact factor: 1.886

10.  Correlated variability in laminar cortical circuits.

Authors:  Bryan J Hansen; Mircea I Chelaru; Valentin Dragoi
Journal:  Neuron       Date:  2012-11-08       Impact factor: 17.173

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  160 in total

1.  Modeling the effect of locus coeruleus firing on cortical state dynamics and single-trial sensory processing.

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Journal:  Proc Natl Acad Sci U S A       Date:  2015-09-28       Impact factor: 11.205

2.  The functional asymmetry of ON and OFF channels in the perception of contrast.

Authors:  Yaoguang Jiang; Gopathy Purushothaman; Vivien A Casagrande
Journal:  J Neurophysiol       Date:  2015-09-02       Impact factor: 2.714

3.  Spontaneous Fluctuations in Visual Cortical Responses Influence Population Coding Accuracy.

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Journal:  Cereb Cortex       Date:  2017-02-01       Impact factor: 5.357

4.  Origin of information-limiting noise correlations.

Authors:  Ingmar Kanitscheider; Ruben Coen-Cagli; Alexandre Pouget
Journal:  Proc Natl Acad Sci U S A       Date:  2015-11-30       Impact factor: 11.205

Review 5.  Dimensionality reduction for large-scale neural recordings.

Authors:  John P Cunningham; Byron M Yu
Journal:  Nat Neurosci       Date:  2014-08-24       Impact factor: 24.884

Review 6.  The mechanics of state-dependent neural correlations.

Authors:  Brent Doiron; Ashok Litwin-Kumar; Robert Rosenbaum; Gabriel K Ocker; Krešimir Josić
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

7.  Rhythmic auditory cortex activity at multiple timescales shapes stimulus-response gain and background firing.

Authors:  Christoph Kayser; Caroline Wilson; Houman Safaai; Shuzo Sakata; Stefano Panzeri
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8.  Parsing and predicting increased noise in visual cortex.

Authors:  Tucker G Fisher
Journal:  J Neurosci       Date:  2015-05-20       Impact factor: 6.167

9.  Ambiguity and nonidentifiability in the statistical analysis of neural codes.

Authors:  Asohan Amarasingham; Stuart Geman; Matthew T Harrison
Journal:  Proc Natl Acad Sci U S A       Date:  2015-05-01       Impact factor: 11.205

Review 10.  From the statistics of connectivity to the statistics of spike times in neuronal networks.

Authors:  Gabriel Koch Ocker; Yu Hu; Michael A Buice; Brent Doiron; Krešimir Josić; Robert Rosenbaum; Eric Shea-Brown
Journal:  Curr Opin Neurobiol       Date:  2017-08-30       Impact factor: 6.627

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