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Low-noise encoding of active touch by layer 4 in the somatosensory cortex

Cortical spike trains often appear noisy, with the timing and number of spikes varying across repetitions of stimuli. Spiking variability can arise from internal (behavioral state, unreliable neurons, or chaotic dynamics in neural circuits) and external (uncontrolled behavior or sensory stimuli) sou...

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Autores principales: Andrew Hires, Samuel, Gutnisky, Diego A, Yu, Jianing, O'Connor, Daniel H, Svoboda, Karel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525079/
https://www.ncbi.nlm.nih.gov/pubmed/26245232
http://dx.doi.org/10.7554/eLife.06619
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author Andrew Hires, Samuel
Gutnisky, Diego A
Yu, Jianing
O'Connor, Daniel H
Svoboda, Karel
author_facet Andrew Hires, Samuel
Gutnisky, Diego A
Yu, Jianing
O'Connor, Daniel H
Svoboda, Karel
author_sort Andrew Hires, Samuel
collection PubMed
description Cortical spike trains often appear noisy, with the timing and number of spikes varying across repetitions of stimuli. Spiking variability can arise from internal (behavioral state, unreliable neurons, or chaotic dynamics in neural circuits) and external (uncontrolled behavior or sensory stimuli) sources. The amount of irreducible internal noise in spike trains, an important constraint on models of cortical networks, has been difficult to estimate, since behavior and brain state must be precisely controlled or tracked. We recorded from excitatory barrel cortex neurons in layer 4 during active behavior, where mice control tactile input through learned whisker movements. Touch was the dominant sensorimotor feature, with >70% spikes occurring in millisecond timescale epochs after touch onset. The variance of touch responses was smaller than expected from Poisson processes, often reaching the theoretical minimum. Layer 4 spike trains thus reflect the millisecond-timescale structure of tactile input with little noise. DOI: http://dx.doi.org/10.7554/eLife.06619.001
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spelling pubmed-45250792015-08-07 Low-noise encoding of active touch by layer 4 in the somatosensory cortex Andrew Hires, Samuel Gutnisky, Diego A Yu, Jianing O'Connor, Daniel H Svoboda, Karel eLife Neuroscience Cortical spike trains often appear noisy, with the timing and number of spikes varying across repetitions of stimuli. Spiking variability can arise from internal (behavioral state, unreliable neurons, or chaotic dynamics in neural circuits) and external (uncontrolled behavior or sensory stimuli) sources. The amount of irreducible internal noise in spike trains, an important constraint on models of cortical networks, has been difficult to estimate, since behavior and brain state must be precisely controlled or tracked. We recorded from excitatory barrel cortex neurons in layer 4 during active behavior, where mice control tactile input through learned whisker movements. Touch was the dominant sensorimotor feature, with >70% spikes occurring in millisecond timescale epochs after touch onset. The variance of touch responses was smaller than expected from Poisson processes, often reaching the theoretical minimum. Layer 4 spike trains thus reflect the millisecond-timescale structure of tactile input with little noise. DOI: http://dx.doi.org/10.7554/eLife.06619.001 eLife Sciences Publications, Ltd 2015-08-06 /pmc/articles/PMC4525079/ /pubmed/26245232 http://dx.doi.org/10.7554/eLife.06619 Text en © 2015, Andrew Hires et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
Andrew Hires, Samuel
Gutnisky, Diego A
Yu, Jianing
O'Connor, Daniel H
Svoboda, Karel
Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title_full Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title_fullStr Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title_full_unstemmed Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title_short Low-noise encoding of active touch by layer 4 in the somatosensory cortex
title_sort low-noise encoding of active touch by layer 4 in the somatosensory cortex
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525079/
https://www.ncbi.nlm.nih.gov/pubmed/26245232
http://dx.doi.org/10.7554/eLife.06619
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