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Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States

An expansion of the corticothalamic transfer function into eigenmodes and resonant poles is used to derive a simple formula for evoked response potentials (ERPs) in various states of arousal. The transfer function corresponds to the cortical response to an external stimulus, which encodes all the in...

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Autores principales: El-Zghir, Rawan K., Gabay, Natasha C., Robinson, Peter A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215109/
https://www.ncbi.nlm.nih.gov/pubmed/34163339
http://dx.doi.org/10.3389/fnhum.2021.642479
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author El-Zghir, Rawan K.
Gabay, Natasha C.
Robinson, Peter A.
author_facet El-Zghir, Rawan K.
Gabay, Natasha C.
Robinson, Peter A.
author_sort El-Zghir, Rawan K.
collection PubMed
description An expansion of the corticothalamic transfer function into eigenmodes and resonant poles is used to derive a simple formula for evoked response potentials (ERPs) in various states of arousal. The transfer function corresponds to the cortical response to an external stimulus, which encodes all the information and properties of the linear system. This approach links experimental observations of resonances and characteristic timescales in brain activity with physically based neural field theory (NFT). The present work greatly simplifies the formula of the analytical ERP, and separates its spatial part (eigenmodes) from the temporal part (poles). Within this framework, calculations involve contour integrations that yield an explicit expression for ERPs. The dominant global mode is considered explicitly in more detail to study how the ERP varies with time in this mode and to illustrate the method. For each arousal state in sleep and wake, the resonances of the system are determined and it is found that five poles are sufficient to study the main dynamics of the system in waking eyes-open and eyes-closed states. Similarly, it is shown that six poles suffice to reproduce ERPs in rapid-eye movement sleep, sleep state 1, and sleep state 2 states, whereas just four poles suffice to reproduce the dynamics in slow wave sleep. Thus, six poles are sufficient to preserve the main global ERP dynamics of the system for all states of arousal. These six poles correspond to the dominant resonances of the system at slow-wave, alpha, and beta frequencies. These results provide the basis for simplified analytic treatment of brain dynamics and link observations more closely to theory.
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spelling pubmed-82151092021-06-22 Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States El-Zghir, Rawan K. Gabay, Natasha C. Robinson, Peter A. Front Hum Neurosci Human Neuroscience An expansion of the corticothalamic transfer function into eigenmodes and resonant poles is used to derive a simple formula for evoked response potentials (ERPs) in various states of arousal. The transfer function corresponds to the cortical response to an external stimulus, which encodes all the information and properties of the linear system. This approach links experimental observations of resonances and characteristic timescales in brain activity with physically based neural field theory (NFT). The present work greatly simplifies the formula of the analytical ERP, and separates its spatial part (eigenmodes) from the temporal part (poles). Within this framework, calculations involve contour integrations that yield an explicit expression for ERPs. The dominant global mode is considered explicitly in more detail to study how the ERP varies with time in this mode and to illustrate the method. For each arousal state in sleep and wake, the resonances of the system are determined and it is found that five poles are sufficient to study the main dynamics of the system in waking eyes-open and eyes-closed states. Similarly, it is shown that six poles suffice to reproduce ERPs in rapid-eye movement sleep, sleep state 1, and sleep state 2 states, whereas just four poles suffice to reproduce the dynamics in slow wave sleep. Thus, six poles are sufficient to preserve the main global ERP dynamics of the system for all states of arousal. These six poles correspond to the dominant resonances of the system at slow-wave, alpha, and beta frequencies. These results provide the basis for simplified analytic treatment of brain dynamics and link observations more closely to theory. Frontiers Media S.A. 2021-06-07 /pmc/articles/PMC8215109/ /pubmed/34163339 http://dx.doi.org/10.3389/fnhum.2021.642479 Text en Copyright © 2021 El-Zghir, Gabay and Robinson. https://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 Human Neuroscience
El-Zghir, Rawan K.
Gabay, Natasha C.
Robinson, Peter A.
Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title_full Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title_fullStr Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title_full_unstemmed Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title_short Modal-Polar Representation of Evoked Response Potentials in Multiple Arousal States
title_sort modal-polar representation of evoked response potentials in multiple arousal states
topic Human Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215109/
https://www.ncbi.nlm.nih.gov/pubmed/34163339
http://dx.doi.org/10.3389/fnhum.2021.642479
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