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A neural mass model of cross frequency coupling

Author

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  • Mojtaba Chehelcheraghi
  • Cees van Leeuwen
  • Erik Steur
  • Chie Nakatani

Abstract

Electrophysiological signals of cortical activity show a range of possible frequency and amplitude modulations, both within and across regions, collectively known as cross-frequency coupling. To investigate whether these modulations could be considered as manifestations of the same underlying mechanism, we developed a neural mass model. The model provides five out of the theoretically proposed six different coupling types. Within model components, slow and fast activity engage in phase-frequency coupling in conditions of low ambient noise level and with high noise level engage in phase-amplitude coupling. Between model components, these couplings can be coordinated via slow activity, giving rise to more complex modulations. The model, thus, provides a coherent account of cross-frequency coupling, both within and between components, with which regional and cross-regional frequency and amplitude modulations could be addressed.

Suggested Citation

  • Mojtaba Chehelcheraghi & Cees van Leeuwen & Erik Steur & Chie Nakatani, 2017. "A neural mass model of cross frequency coupling," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-19, April.
    • Handle: RePEc:plo:pone00:0173776
    DOI: 10.1371/journal.pone.0173776
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    1. Laura Lee Colgin & Tobias Denninger & Marianne Fyhn & Torkel Hafting & Tora Bonnevie & Ole Jensen & May-Britt Moser & Edvard I. Moser, 2009. "Frequency of gamma oscillations routes flow of information in the hippocampus," Nature, Nature, vol. 462(7271), pages 353-357, November.
    2. Daria Osipova & Dora Hermes & Ole Jensen, 2008. "Gamma Power Is Phase-Locked to Posterior Alpha Activity," PLOS ONE, Public Library of Science, vol. 3(12), pages 1-7, December.
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    1. Noemi S Araújo & Selvin Z Reyes-Garcia & João A F Brogin & Douglas D Bueno & Esper A Cavalheiro & Carla A Scorza & Jean Faber, 2022. "Chaotic and stochastic dynamics of epileptiform-like activities in sclerotic hippocampus resected from patients with pharmacoresistant epilepsy," PLOS Computational Biology, Public Library of Science, vol. 18(4), pages 1-31, April.

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