School of Computer and Technology, Hangzhou Dianzi University, Hangzhou 310000, China.
Fujian Key Laboratory of Rehabilitation Technology, Fuzhou 350000, China.
Sensors (Basel). 2018 Sep 3;18(9):2920. doi: 10.3390/s18092920.
Mental rotation is generally analyzed based on event-related potential (ERP) in a time domain with several characteristic electrodes, but neglects the whole spatial-temporal brain pattern in the cognitive process which may reflect the underlying cognitive mechanism. In this paper, we mainly proposed an approach based on microstates to examine the encoding of mental rotation from the spatial-temporal changes of EEG signals. In particular, we collected EEG data from 11 healthy subjects in a mental rotation cognitive task using 12 different stimulus pictures representing left and right hands at various rotational angles. We applied the microstate method to investigate the microstates conveyed by the event-related potential extracted from EEG data during mental rotation, and obtained four microstate modes (referred to as modes A, B, C, D, respectively). Subsequently, we defined several measures, including microstate sequences, topographical map, hemispheric lateralization, and duration of microstate, to characterize the dynamics of microstates during mental rotation. We observed that (1) the microstates sequence had a specified progressing mode, i.e., A → B → A ; (2) the activation of the right parietal occipital region was stronger than that of the left parietal occipital region according to the hemispheric lateralization of the microstates mode A; and (3) the duration of the second microstates mode A showed the shorter duration in the vertical stimuli, named "angle effect".
心理旋转通常在时域内基于事件相关电位 (ERP) 并用几个特征电极进行分析,但忽略了认知过程中的整个时空脑模式,而该模式可能反映了潜在的认知机制。在本文中,我们主要提出了一种基于微状态的方法,从 EEG 信号的时空变化来检查心理旋转的编码。具体来说,我们使用代表左右手在不同旋转角度的 12 张不同刺激图片,从 11 位健康受试者的心理旋转认知任务中收集 EEG 数据。我们应用微状态方法来研究从 EEG 数据中提取的事件相关电位所传达的微状态,并获得了四个微状态模式(分别称为模式 A、B、C 和 D)。随后,我们定义了几个度量标准,包括微状态序列、地形图、半球侧化和微状态持续时间,以描述心理旋转过程中微状态的动态。我们观察到:(1) 微状态序列具有特定的进展模式,即 A→B→A;(2) 根据微状态模式 A 的半球侧化,右顶枕叶区域的激活强于左顶枕叶区域;(3) 第二个微状态模式 A 的持续时间在垂直刺激中表现出较短的持续时间,称为“角度效应”。