Biomechatronics and Cognitive Engineering Research Lab, School of Mechanical Engineering, Iran University of Science and Technology, Tehran, Iran.
Sci Rep. 2024 May 25;14(1):12007. doi: 10.1038/s41598-024-62934-y.
Recent studies suggest that noninvasive imaging methods (EEG, MEG) in the human brain scalp can decode the content of visual features information (orientation, color, motion, etc.) in Visual-Working Memory (VWM). Previous work demonstrated that with the sustained low-frequency Event-Related Potential (ERP under 6 Hz) of scalp EEG distributions, it is possible to accurately decode the content of orientation information in VWM during the delay interval. In addition, previous studies showed that the raw data captured by a combination of the occi-parietal electrodes could be used to decode the orientation. However, it is unclear whether the orientation information is available in other frequency bands (higher than 6 Hz) or whether this information is feasible with fewer electrodes. Furthermore, the exploration of orientation information in the phase values of the signal has not been well-addressed. In this study, we propose that orientation information is also accessible through the phase consistency of the occipital region in the alpha band frequency. Our results reveal a significant difference between orientations within 200 ms after stimulus offset in early visual sensory processing, with no apparent effect in power and Event-Related Oscillation (ERO) during this period. Additionally, in later periods (420-500 ms after stimulus offset), a noticeable difference is observed in the phase consistency of low gamma-band activity in the occipital area. Importantly, our findings suggest that phase consistency between trials of the orientation feature in the occipital alpha and low gamma-band can serve as a measure to obtain orientation information in VWM. Furthermore, the study demonstrates that phase consistency in the alpha and low gamma band can reflect the distribution of orientation-selective neuron numbers in the four main orientations in the occipital area.
最近的研究表明,人类大脑头皮的无创成像方法(EEG、MEG)可以解码视觉工作记忆(VWM)中视觉特征信息(方向、颜色、运动等)的内容。以前的工作表明,通过头皮 EEG 分布的持续低频事件相关电位(6 Hz 以下的 ERP),可以在延迟间隔期间准确解码 VWM 中方向信息的内容。此外,先前的研究表明,可以使用枕顶电极组合捕获的原始数据来解码方向。然而,尚不清楚在其他频带(高于 6 Hz)中是否存在方向信息,或者使用更少的电极是否可行。此外,信号相位值中的方向信息的探索尚未得到很好的解决。在这项研究中,我们提出通过 alpha 频带频率的枕区的相位一致性也可以获得方向信息。我们的结果表明,在刺激后 200 毫秒内早期视觉感觉处理中,方向之间存在显著差异,在此期间,功率和事件相关振荡(ERO)没有明显影响。此外,在后期(刺激后 420-500 毫秒),在枕区的低伽马频带活动的相位一致性中观察到明显的差异。重要的是,我们的研究结果表明,枕部 alpha 和低伽马频带中方向特征的试验之间的相位一致性可以作为获得 VWM 中方向信息的度量。此外,该研究表明,alpha 和低伽马频带中的相位一致性可以反映出枕区中四个主要方向的朝向选择性神经元数量的分布。