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Transient neocortical gamma oscillations induced by neuronal response modulation
1Department of Mathematics and Statistics, Georgetown University, Washington, DC, 20057, USA. farshad.shirani@georgetown.edu.
Journal of Computational Neuroscience
|January 29, 2020
Summary
This study computationally models neocortical gamma oscillations, revealing they emerge from neuronal modulation and can transition to beta oscillations. Spatial averaging in electrocortical recordings may affect interpretations of these brain rhythms.
Area of Science:
- Computational neuroscience
- Neurodynamics
- Electrophysiology
Background:
- Neocortical gamma oscillations are crucial for cognitive functions.
- Understanding their emergence and propagation is key to interpreting electroencephalographic (EEG) data.
- Neuronal response modulation is a proposed mechanism for generating brain rhythms.
Purpose of the Study:
- To computationally investigate the emergence of neocortical gamma oscillations using a mean field model.
- To analyze the transition from gamma to beta oscillations.
- To examine the spatial propagation patterns of these oscillations and the impact of measurement techniques.
Main Methods:
- Development and analysis of a mean field model of spatio-temporal electroencephalographic activity.
- Numerical bifurcation analysis to study oscillation emergence and transitions.
- Finite element software package used to solve model equations and visualize spatio-temporal patterns.
Main Results:
- Gamma oscillations robustly emerge in model solutions due to neuronal response modulation.
- Coordinated modulation of neuronal populations drives the transition from gamma to beta oscillations.
- Gamma oscillations were found to be localized to regions of neuronal modulation.
Conclusions:
- Neuronal response modulation is a viable mechanism for generating neocortical gamma oscillations.
- The spatial extent of oscillations is influenced by the localized nature of neuronal modulation.
- Spatial averaging in electrocortical recordings can distort fast oscillation patterns, impacting physiological interpretations.

