Ramon Ceon, Graichen Uwe, Gargiulo Paolo, Zanow Frank, Knösche Thomas R, Haueisen Jens
Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, United States.
Regional Epilepsy Center, Harborview Medical Center, University of Washington, Seattle, WA, United States.
Front Integr Neurosci. 2023 Jun 13;17:1087976. doi: 10.3389/fnint.2023.1087976. eCollection 2023.
Phase slips arise from state transitions of the coordinated activity of cortical neurons which can be extracted from the EEG data. The phase slip rates (PSRs) were studied from the high-density (256 channel) EEG data, sampled at 16.384 kHz, of five adult subjects during covert visual object naming tasks. Artifact-free data from 29 trials were averaged for each subject. The analysis was performed to look for phase slips in the theta (4-7 Hz), alpha (7-12 Hz), beta (12-30 Hz), and low gamma (30-49 Hz) bands. The phase was calculated with the Hilbert transform, then unwrapped and detrended to look for phase slip rates in a 1.0 ms wide stepping window with a step size of 0.06 ms. The spatiotemporal plots of the PSRs were made by using a montage layout of 256 equidistant electrode positions. The spatiotemporal profiles of EEG and PSRs during the stimulus and the first second of the post-stimulus period were examined in detail to study the visual evoked potentials and different stages of visual object recognition in the visual, language, and memory areas. It was found that the activity areas of PSRs were different as compared with EEG activity areas during the stimulus and post-stimulus periods. Different stages of the insight moments during the covert object naming tasks were examined from PSRs and it was found to be about 512 ± 21 ms for the 'Eureka' moment. Overall, these results indicate that information about the cortical phase transitions can be derived from the measured EEG data and can be used in a complementary fashion to study the cognitive behavior of the brain.
相位滑移源于皮层神经元协调活动的状态转换,这种转换可从脑电图(EEG)数据中提取。在五个成年受试者进行隐蔽视觉物体命名任务期间,从采样频率为16.384kHz的高密度(256通道)EEG数据中研究了相位滑移率(PSR)。每个受试者对来自29次试验的无伪迹数据进行了平均。分析在θ(4 - 7Hz)、α(7 - 12Hz)、β(12 - 30Hz)和低γ(30 - 49Hz)频段中寻找相位滑移。使用希尔伯特变换计算相位,然后进行解缠和去趋势处理,以在步长为0.06ms的1.0ms宽步进窗口中寻找相位滑移率。PSR的时空图通过使用256个等距电极位置的蒙太奇布局制作。详细检查了刺激期间和刺激后第一秒内EEG和PSR的时空分布,以研究视觉、语言和记忆区域中的视觉诱发电位和视觉物体识别的不同阶段。结果发现,在刺激期和刺激后期,PSR的活动区域与EEG活动区域不同。从PSR检查了隐蔽物体命名任务期间洞察时刻的不同阶段,发现“顿悟”时刻约为512±21ms。总体而言,这些结果表明,关于皮层相位转换的信息可以从测量的EEG数据中获得,并可用于以互补的方式研究大脑的认知行为。