Cargando…
Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex
Neurons can use different aspects of their spiking to simultaneously represent (multiplex) different features of a stimulus. For example, some pyramidal neurons in primary somatosensory cortex (S1) use the rate and timing of their spikes to, respectively, encode the intensity and frequency of vibrot...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9478643/ https://www.ncbi.nlm.nih.gov/pubmed/36067307 http://dx.doi.org/10.1073/pnas.2118163119 |
_version_ | 1784790617274974208 |
---|---|
author | Kamaleddin, Mohammad Amin Shifman, Aaron Abdollahi, Nooshin Sigal, Daniel Ratté, Stéphanie Prescott, Steven A. |
author_facet | Kamaleddin, Mohammad Amin Shifman, Aaron Abdollahi, Nooshin Sigal, Daniel Ratté, Stéphanie Prescott, Steven A. |
author_sort | Kamaleddin, Mohammad Amin |
collection | PubMed |
description | Neurons can use different aspects of their spiking to simultaneously represent (multiplex) different features of a stimulus. For example, some pyramidal neurons in primary somatosensory cortex (S1) use the rate and timing of their spikes to, respectively, encode the intensity and frequency of vibrotactile stimuli. Doing so has several requirements. Because they fire at low rates, pyramidal neurons cannot entrain 1:1 with high-frequency (100 to 600 Hz) inputs and, instead, must skip (i.e., not respond to) some stimulus cycles. The proportion of skipped cycles must vary inversely with stimulus intensity for firing rate to encode stimulus intensity. Spikes must phase-lock to the stimulus for spike times (intervals) to encode stimulus frequency, but, in addition, skipping must occur irregularly to avoid aliasing. Using simulations and in vitro experiments in which mouse S1 pyramidal neurons were stimulated with inputs emulating those induced by vibrotactile stimuli, we show that fewer cycles are skipped as stimulus intensity increases, as required for rate coding, and that intrinsic or synaptic noise can induce irregular skipping without disrupting phase locking, as required for temporal coding. This occurs because noise can modulate the reliability without disrupting the precision of spikes evoked by small-amplitude, fast-onset signals. Specifically, in the fluctuation-driven regime associated with sparse spiking, rate and temporal coding are both paradoxically improved by the strong synaptic noise characteristic of the intact cortex. Our results demonstrate that multiplexed coding by S1 pyramidal neurons is not only feasible under in vivo conditions, but that background synaptic noise is actually beneficial. |
format | Online Article Text |
id | pubmed-9478643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-94786432023-03-06 Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex Kamaleddin, Mohammad Amin Shifman, Aaron Abdollahi, Nooshin Sigal, Daniel Ratté, Stéphanie Prescott, Steven A. Proc Natl Acad Sci U S A Biological Sciences Neurons can use different aspects of their spiking to simultaneously represent (multiplex) different features of a stimulus. For example, some pyramidal neurons in primary somatosensory cortex (S1) use the rate and timing of their spikes to, respectively, encode the intensity and frequency of vibrotactile stimuli. Doing so has several requirements. Because they fire at low rates, pyramidal neurons cannot entrain 1:1 with high-frequency (100 to 600 Hz) inputs and, instead, must skip (i.e., not respond to) some stimulus cycles. The proportion of skipped cycles must vary inversely with stimulus intensity for firing rate to encode stimulus intensity. Spikes must phase-lock to the stimulus for spike times (intervals) to encode stimulus frequency, but, in addition, skipping must occur irregularly to avoid aliasing. Using simulations and in vitro experiments in which mouse S1 pyramidal neurons were stimulated with inputs emulating those induced by vibrotactile stimuli, we show that fewer cycles are skipped as stimulus intensity increases, as required for rate coding, and that intrinsic or synaptic noise can induce irregular skipping without disrupting phase locking, as required for temporal coding. This occurs because noise can modulate the reliability without disrupting the precision of spikes evoked by small-amplitude, fast-onset signals. Specifically, in the fluctuation-driven regime associated with sparse spiking, rate and temporal coding are both paradoxically improved by the strong synaptic noise characteristic of the intact cortex. Our results demonstrate that multiplexed coding by S1 pyramidal neurons is not only feasible under in vivo conditions, but that background synaptic noise is actually beneficial. National Academy of Sciences 2022-09-06 2022-09-13 /pmc/articles/PMC9478643/ /pubmed/36067307 http://dx.doi.org/10.1073/pnas.2118163119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Kamaleddin, Mohammad Amin Shifman, Aaron Abdollahi, Nooshin Sigal, Daniel Ratté, Stéphanie Prescott, Steven A. Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title | Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title_full | Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title_fullStr | Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title_full_unstemmed | Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title_short | Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
title_sort | physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9478643/ https://www.ncbi.nlm.nih.gov/pubmed/36067307 http://dx.doi.org/10.1073/pnas.2118163119 |
work_keys_str_mv | AT kamaleddinmohammadamin physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex AT shifmanaaron physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex AT abdollahinooshin physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex AT sigaldaniel physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex AT rattestephanie physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex AT prescottstevena physiologicalnoisefacilitatesmultiplexedcodingofvibrotactilelikesignalsinsomatosensorycortex |