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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2015
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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 |
format | Online Article Text |
id | pubmed-4525079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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