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Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding

Even the simplest cognitive processes involve interactions between cortical regions. To study these processes, we usually rely on averaging across several repetitions of a task or across long segments of data to reach a statistically valid conclusion. Neuronal oscillations reflect synchronized excit...

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Autores principales: Tal, Idan, Neymotin, Samuel, Bickel, Stephan, Lakatos, Peter, Schroeder, Charles E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533591/
https://www.ncbi.nlm.nih.gov/pubmed/33071765
http://dx.doi.org/10.3389/fncom.2020.00082
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author Tal, Idan
Neymotin, Samuel
Bickel, Stephan
Lakatos, Peter
Schroeder, Charles E.
author_facet Tal, Idan
Neymotin, Samuel
Bickel, Stephan
Lakatos, Peter
Schroeder, Charles E.
author_sort Tal, Idan
collection PubMed
description Even the simplest cognitive processes involve interactions between cortical regions. To study these processes, we usually rely on averaging across several repetitions of a task or across long segments of data to reach a statistically valid conclusion. Neuronal oscillations reflect synchronized excitability fluctuations in ensembles of neurons and can be observed in electrophysiological recordings in the presence or absence of an external stimulus. Oscillatory brain activity has been viewed as sustained increase in power at specific frequency bands. However, this perspective has been challenged in recent years by the notion that oscillations may occur as transient burst-like events that occur in individual trials and may only appear as sustained activity when multiple trials are averaged together. In this review, we examine the idea that oscillatory activity can manifest as a transient burst as well as a sustained increase in power. We discuss the technical challenges involved in the detection and characterization of transient events at the single trial level, the mechanisms that might generate them and the features that can be extracted from these events to study single-trial dynamics of neuronal ensemble activity.
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spelling pubmed-75335912020-10-15 Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding Tal, Idan Neymotin, Samuel Bickel, Stephan Lakatos, Peter Schroeder, Charles E. Front Comput Neurosci Neuroscience Even the simplest cognitive processes involve interactions between cortical regions. To study these processes, we usually rely on averaging across several repetitions of a task or across long segments of data to reach a statistically valid conclusion. Neuronal oscillations reflect synchronized excitability fluctuations in ensembles of neurons and can be observed in electrophysiological recordings in the presence or absence of an external stimulus. Oscillatory brain activity has been viewed as sustained increase in power at specific frequency bands. However, this perspective has been challenged in recent years by the notion that oscillations may occur as transient burst-like events that occur in individual trials and may only appear as sustained activity when multiple trials are averaged together. In this review, we examine the idea that oscillatory activity can manifest as a transient burst as well as a sustained increase in power. We discuss the technical challenges involved in the detection and characterization of transient events at the single trial level, the mechanisms that might generate them and the features that can be extracted from these events to study single-trial dynamics of neuronal ensemble activity. Frontiers Media S.A. 2020-09-15 /pmc/articles/PMC7533591/ /pubmed/33071765 http://dx.doi.org/10.3389/fncom.2020.00082 Text en Copyright © 2020 Tal, Neymotin, Bickel, Lakatos and Schroeder. 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
Tal, Idan
Neymotin, Samuel
Bickel, Stephan
Lakatos, Peter
Schroeder, Charles E.
Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title_full Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title_fullStr Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title_full_unstemmed Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title_short Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding
title_sort oscillatory bursting as a mechanism for temporal coupling and information coding
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533591/
https://www.ncbi.nlm.nih.gov/pubmed/33071765
http://dx.doi.org/10.3389/fncom.2020.00082
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