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Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks
Rate coding and phase coding are the two major coding modes seen in the brain. For these two modes, network dynamics must either have a wide distribution of frequencies for rate coding, or a narrow one to achieve stability in phase dynamics for phase coding. Acetylcholine (ACh) is a potent regulator...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861375/ https://www.ncbi.nlm.nih.gov/pubmed/31780905 http://dx.doi.org/10.3389/fnsys.2019.00064 |
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author | Roach, James P. Eniwaye, Bolaji Booth, Victoria Sander, Leonard M. Zochowski, Michal R. |
author_facet | Roach, James P. Eniwaye, Bolaji Booth, Victoria Sander, Leonard M. Zochowski, Michal R. |
author_sort | Roach, James P. |
collection | PubMed |
description | Rate coding and phase coding are the two major coding modes seen in the brain. For these two modes, network dynamics must either have a wide distribution of frequencies for rate coding, or a narrow one to achieve stability in phase dynamics for phase coding. Acetylcholine (ACh) is a potent regulator of neural excitability. Acting through the muscarinic receptor, ACh reduces the magnitude of the potassium M-current, a hyperpolarizing current that builds up as neurons fire. The M-current contributes to several excitability features of neurons, becoming a major player in facilitating the transition between Type 1 (integrator) and Type 2 (resonator) excitability. In this paper we argue that this transition enables a dynamic switch between rate coding and phase coding as levels of ACh release change. When a network is in a high ACh state variations in synaptic inputs will lead to a wider distribution of firing rates across the network and this distribution will reflect the network structure or pattern of external input to the network. When ACh is low, network frequencies become narrowly distributed and the structure of a network or pattern of external inputs will be represented through phase relationships between firing neurons. This work provides insights into how modulation of neuronal features influences network dynamics and information processing across brain states. |
format | Online Article Text |
id | pubmed-6861375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68613752019-11-28 Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks Roach, James P. Eniwaye, Bolaji Booth, Victoria Sander, Leonard M. Zochowski, Michal R. Front Syst Neurosci Neuroscience Rate coding and phase coding are the two major coding modes seen in the brain. For these two modes, network dynamics must either have a wide distribution of frequencies for rate coding, or a narrow one to achieve stability in phase dynamics for phase coding. Acetylcholine (ACh) is a potent regulator of neural excitability. Acting through the muscarinic receptor, ACh reduces the magnitude of the potassium M-current, a hyperpolarizing current that builds up as neurons fire. The M-current contributes to several excitability features of neurons, becoming a major player in facilitating the transition between Type 1 (integrator) and Type 2 (resonator) excitability. In this paper we argue that this transition enables a dynamic switch between rate coding and phase coding as levels of ACh release change. When a network is in a high ACh state variations in synaptic inputs will lead to a wider distribution of firing rates across the network and this distribution will reflect the network structure or pattern of external input to the network. When ACh is low, network frequencies become narrowly distributed and the structure of a network or pattern of external inputs will be represented through phase relationships between firing neurons. This work provides insights into how modulation of neuronal features influences network dynamics and information processing across brain states. Frontiers Media S.A. 2019-11-12 /pmc/articles/PMC6861375/ /pubmed/31780905 http://dx.doi.org/10.3389/fnsys.2019.00064 Text en Copyright © 2019 Roach, Eniwaye, Booth, Sander and Zochowski. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Roach, James P. Eniwaye, Bolaji Booth, Victoria Sander, Leonard M. Zochowski, Michal R. Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title | Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title_full | Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title_fullStr | Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title_full_unstemmed | Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title_short | Acetylcholine Mediates Dynamic Switching Between Information Coding Schemes in Neuronal Networks |
title_sort | acetylcholine mediates dynamic switching between information coding schemes in neuronal networks |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861375/ https://www.ncbi.nlm.nih.gov/pubmed/31780905 http://dx.doi.org/10.3389/fnsys.2019.00064 |
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