Department of Electrical Engineering, Institute of Electrical and Control Engineering, National Chiao Tung University, Hsinchu 30010, Taiwan.
Institute of Electrical and Control Engineering, National Chiao Tung University, Hsinchu 30010, Taiwan.
Evid Based Complement Alternat Med. 2013;2013:360371. doi: 10.1155/2013/360371. Epub 2013 Dec 17.
This paper reports the results of our investigation of the effects of Chan meditation on brain electrophysiological behaviors from the viewpoint of spatially nonlinear interdependence among regional neural networks. Particular emphasis is laid on the alpha-dominated EEG (electroencephalograph). Continuous-time wavelet transform was adopted to detect the epochs containing substantial alpha activities. Nonlinear interdependence quantified by similarity index S(X∣Y), the influence of source signal Y on sink signal X, was applied to the nonlinear dynamical model in phase space reconstructed from multichannel EEG. Experimental group involved ten experienced Chan-Meditation practitioners, while control group included ten healthy subjects within the same age range, yet, without any meditation experience. Nonlinear interdependence among various cortical regions was explored for five local neural-network regions, frontal, posterior, right-temporal, left-temporal, and central regions. In the experimental group, the inter-regional interaction was evaluated for the brain dynamics under three different stages, at rest (stage R, pre-meditation background recording), in Chan meditation (stage M), and the unique Chakra-focusing practice (stage C). Experimental group exhibits stronger interactions among various local neural networks at stages M and C compared with those at stage R. The intergroup comparison demonstrates that Chan-meditation brain possesses better cortical inter-regional interactions than the resting brain of control group.
本论文从区域性神经网络之间的空间非线性相依性的角度,报告了我们对禅修对脑电生理行为影响的研究结果。特别强调主导脑电(EEG)的α波。采用连续小波变换来检测包含大量α活动的时段。相似性指数 S(X∣Y)用于量化非线性相依性,它表示源信号 Y 对汇信号 X 的影响,应用于多通道 EEG 重构的相空间中的非线性动力模型。实验组包括 10 名有经验的禅修者,对照组包括 10 名年龄相仿、但没有任何禅修经验的健康受试者。研究探索了五个局部神经网络区域(额叶、后叶、右颞叶、左颞叶和中央区域)之间的非线性相互作用。在实验组中,评估了大脑在三个不同阶段(休息状态 R,冥想前背景记录;冥想状态 M;以及独特的脉轮聚焦练习状态 C)下的脑动力的区域间相互作用。与休息状态 R 相比,冥想状态 M 和独特的脉轮聚焦练习状态 C 下,各局部神经网络之间的相互作用更强。组间比较表明,禅修大脑比对照组的休息大脑具有更好的皮质区域间相互作用。