Goshvarpour Atefeh, Goshvarpour Ateke
1Department of Biomedical Engineering, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
2Department of Biomedical Engineering, Imam Reza International University, Mashhad, Razavi Khorasan Iran.
Cogn Neurodyn. 2019 Apr;13(2):161-173. doi: 10.1007/s11571-018-9516-y. Epub 2018 Dec 14.
Previously, gender-specific affective responses have been shown using neurophysiological signals. The present study intended to compare the differences in electroencephalographic (EEG) power spectra and EEG brain sources between men and women during the exposure of affective music video stimuli. The multi-channel EEG signals of 15 males and 15 females available in the database for emotion analysis using physiological signals were studied, while subjects were watching sad, depressing, and fun music videos. Seven EEG frequency bands were computed using average Fourier cross-spectral matrices. Then, standardized low-resolution electromagnetic tomography (sLORETA) was used to localize regions involved specifically in these emotional responses. To evaluate gender differences, independent sample test was calculated for the sLORETA source powers. Our results showed that (1) the mean EEG power for all frequency bands in the women's group was significantly higher than that of the men's group; (2) spatial distribution differentiation between men and women was detected in all EEG frequency bands. (3) This difference has been related to the emotional stimuli, which was more evident for negative emotions. Taken together, our results showed that men and women recruited dissimilar brain networks for processing sad, depressing, and fun audio-visual stimuli.
此前,已有研究利用神经生理信号展示了性别特异性情感反应。本研究旨在比较男性和女性在观看情感音乐视频刺激时脑电图(EEG)功率谱和EEG脑源的差异。研究了数据库中可用于基于生理信号进行情感分析的15名男性和15名女性的多通道EEG信号,同时受试者观看悲伤、压抑和有趣的音乐视频。使用平均傅里叶交叉谱矩阵计算了七个EEG频段。然后,使用标准化低分辨率电磁断层扫描(sLORETA)来定位这些情感反应中特别涉及的区域。为了评估性别差异,对sLORETA源功率进行了独立样本检验。我们的结果表明:(1)女性组所有频段的平均EEG功率显著高于男性组;(2)在所有EEG频段均检测到男性和女性之间的空间分布差异;(3)这种差异与情感刺激有关,在负面情绪中更为明显。综上所述,我们的结果表明,男性和女性在处理悲伤、压抑和有趣的视听刺激时,所使用的脑网络不同。