Modeling the Generation of Phase-Amplitude Coupling in Cortical Circuits: From Detailed Networks to Neural Mass Models
Identifieur interne : 000644 ( Main/Exploration ); précédent : 000643; suivant : 000645Modeling the Generation of Phase-Amplitude Coupling in Cortical Circuits: From Detailed Networks to Neural Mass Models
Auteurs : Roberto C. Sotero [Canada]Source :
- BioMed Research International [ 2314-6133 ] ; 2015.
Abstract
Phase-amplitude coupling (PAC), the phenomenon where the amplitude of a high frequency oscillation is modulated by the phase of a lower frequency oscillation, is attracting an increasing interest in the neuroscience community due to its potential relevance for understanding healthy and pathological information processing in the brain. PAC is a diverse phenomenon, having been experimentally detected in at least ten combinations of rhythms: delta-theta, delta-alpha, delta-beta, delta-gamma, theta-alpha, theta-beta, theta-gamma, alpha-beta, alpha-gamma, and beta-gamma. However, a complete understanding of the biophysical mechanisms generating this diversity is lacking. Here we review computational models of PAC generation that range from detailed models of neuronal networks, where each cell is described by Hodgkin-Huxley-type equations, to neural mass models (NMMs) where only the average activities of neuronal populations are considered. We argue that NMMs are an appropriate mathematical framework (due to the small number of parameters and variables involved and the richness of the dynamics they can generate) to study the PAC phenomenon.
Url:
DOI: 10.1155/2015/915606
PubMed: 26539537
PubMed Central: 4620035
Affiliations:
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Sotero</name><affiliation wicri:level="4"><nlm:aff id="I1">Department of Radiology and Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada T3A 2E1</nlm:aff><country>Canada</country><wicri:regionArea>Department of Radiology and Hotchkiss Brain Institute, University of Calgary, Calgary, AB</wicri:regionArea><orgName type="university">Université de Calgary</orgName><placeName><settlement type="city">Calgary</settlement><region type="state">Alberta</region></placeName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">26539537</idno><idno type="pmc">4620035</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4620035</idno><idno type="RBID">PMC:4620035</idno><idno type="doi">10.1155/2015/915606</idno><date when="2015">2015</date><idno type="wicri:Area/Pmc/Corpus">000933</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000933</idno><idno type="wicri:Area/Pmc/Curation">000933</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000933</idno><idno type="wicri:Area/Pmc/Checkpoint">000263</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000263</idno><idno type="wicri:Area/Ncbi/Merge">001D66</idno><idno type="wicri:Area/Ncbi/Curation">001D66</idno><idno type="wicri:Area/Ncbi/Checkpoint">001D66</idno><idno type="wicri:doubleKey">2314-6133:2015:Sotero R:modeling:the:generation</idno><idno type="wicri:Area/Main/Merge">000645</idno><idno type="wicri:Area/Main/Curation">000644</idno><idno type="wicri:Area/Main/Exploration">000644</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Modeling the Generation of Phase-Amplitude Coupling in Cortical Circuits: From Detailed Networks to Neural Mass Models</title><author><name sortKey="Sotero, Roberto C" sort="Sotero, Roberto C" uniqKey="Sotero R" first="Roberto C." last="Sotero">Roberto C. Sotero</name><affiliation wicri:level="4"><nlm:aff id="I1">Department of Radiology and Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada T3A 2E1</nlm:aff><country>Canada</country><wicri:regionArea>Department of Radiology and Hotchkiss Brain Institute, University of Calgary, Calgary, AB</wicri:regionArea><orgName type="university">Université de Calgary</orgName><placeName><settlement type="city">Calgary</settlement><region type="state">Alberta</region></placeName></affiliation></author></analytic><series><title level="j">BioMed Research International</title><idno type="ISSN">2314-6133</idno><idno type="eISSN">2314-6141</idno><imprint><date when="2015">2015</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Phase-amplitude coupling (PAC), the phenomenon where the amplitude of a high frequency oscillation is modulated by the phase of a lower frequency oscillation, is attracting an increasing interest in the neuroscience community due to its potential relevance for understanding healthy and pathological information processing in the brain. PAC is a diverse phenomenon, having been experimentally detected in at least ten combinations of rhythms: delta-theta, delta-alpha, delta-beta, delta-gamma, theta-alpha, theta-beta, theta-gamma, alpha-beta, alpha-gamma, and beta-gamma. However, a complete understanding of the biophysical mechanisms generating this diversity is lacking. Here we review computational models of PAC generation that range from detailed models of neuronal networks, where each cell is described by Hodgkin-Huxley-type equations, to neural mass models (NMMs) where only the average activities of neuronal populations are considered. We argue that NMMs are an appropriate mathematical framework (due to the small number of parameters and variables involved and the richness of the dynamics they can generate) to study the PAC phenomenon.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Chen, C C" uniqKey="Chen C">C. C. 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Jacobs</name></author><author><name sortKey="Fenton, A A" uniqKey="Fenton A">A. A. Fenton</name></author><author><name sortKey="Lytton, W W" uniqKey="Lytton W">W. W. Lytton</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tattini, L" uniqKey="Tattini L">L. Tattini</name></author><author><name sortKey="Olmi, S" uniqKey="Olmi S">S. Olmi</name></author><author><name sortKey="Torcini, A" uniqKey="Torcini A">A. Torcini</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Liang, X S" uniqKey="Liang X">X. S. Liang</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>Canada</li></country><region><li>Alberta</li></region><settlement><li>Calgary</li></settlement><orgName><li>Université de Calgary</li></orgName></list><tree><country name="Canada"><region name="Alberta"><name sortKey="Sotero, Roberto C" sort="Sotero, Roberto C" uniqKey="Sotero R" first="Roberto C." last="Sotero">Roberto C. Sotero</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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