Nonlinear wave-wave interactions in the brain

被引:7
|
作者
Ferdousi, M. [1 ,2 ]
Babaie-Janvier, T. [1 ,2 ]
Robinson, P. A. [1 ,2 ]
机构
[1] Univ Sydney, Sch Phys, Sydney, NSW 2006, Australia
[2] Univ Sydney, Ctr Integrat Brain Funct, Sydney, NSW 2006, Australia
基金
澳大利亚研究理事会;
关键词
Neural field theory; EEG; Nonlinear dynamics; Steady state visual evoked potential; Periodic stimulus; Dual sine drive; VISUAL-CORTEX; DYNAMICS; RESPONSES; FLICKER;
D O I
10.1016/j.jtbi.2020.110308
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neural field theory of the corticothalamic system is used to analyze nonlinear wave-wave interactions in steady state visual evoked potential responses. The nonlinear power spectrum is analytically calculated by convolving the linear power spectrum with itself and other factors. Periodic sine and square wave stimuli are used to generate steady state visual evoked potential responses and to study stimulusdriven nonlinear corticothalamic dynamic interactions. Moreover, we use dual sine drives to analyze the driven dynamics. Numerical analysis shows that the nonlinear power spectrum embodies key nonlinear features, including harmonic and subharmonic generation, entrainment of the alpha rhythm to periodic stimuli at the drive frequency, sum and difference frequencies due to wave-wave coalescence and decay. Further, the scaling properties of the key phenomena observed in nonlinear interactions are studied, verifying some of the theoretical predictions for these being generated by three-wave processes. (C) 2020 Elsevier Ltd. All rights reserved.
引用
收藏
页数:18
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