ERP and functional connectivity reveal hemispheric asymmetry in perceptual grouping

Shefali Gupta, Tapan Kumar Gandhi
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Abstract

The human visual system can effortlessly group small components into entities to form an object, but the role of the hemispheres in this processing is still unknown. Understanding the hemispherical processing of perceptual grouping is crucial for unraveling the complexities of visual perception. We have attempted to examine the processing of perceptual grouping in both hemispheres of the human brain. The neural data was collected for 15 healthy subjects while they viewed displays featuring either ‘structure’ (line segments composed of dots) or ‘non-structure’ (random dots). ERPs were recorded and assessed in both frontal and occipital regions of the left and right hemispheres for structure and non-structure stimuli. Our results revealed higher activation for structure compared to non-structure in both brain hemispheres, with notably amplified activity observed in the right hemisphere. Moreover, a decrease in task-related alpha power and an increase in PLI functional connectivity were observed during the perceptual grouping of structures. A novel finding that the Granger causality exhibits a higher value for perceptual grouping when information flows from the right to the left hemisphere, in contrast to communication from left to right, is obtained. Thus, the right hemisphere demonstrated distinct dominance in activation amplitude, task-related alpha power, functional connectivity, and directional functional connectivity related to perceptual grouping. Furthermore, our findings suggest that perceptual grouping involves communication between the frontal and occipital brain regions. By elucidating the hemispherical mechanisms underlying perceptual grouping, this research not only advances our understanding of basic cognitive processes but also offers practical implications for fields such as neurorehabilitation and artificial intelligence.

Abstract Image

ERP和功能连接揭示感知分组的半球不对称性
人类视觉系统可以毫不费力地将小部件组合成实体,从而形成一个物体,但大脑半球在这一处理过程中的作用仍不为人知。了解大脑半球对知觉分组的处理对于揭示视觉感知的复杂性至关重要。我们试图研究人脑两半球对知觉分组的处理过程。我们收集了 15 名健康受试者观看 "结构"(由点组成的线段)或 "非结构"(随机点)显示时的神经数据。我们在左右半球的额叶和枕叶区域记录并评估了结构和非结构刺激的ERPs。结果显示,与非结构性刺激相比,结构性刺激在两个大脑半球的激活程度更高,其中右半球的激活程度明显增高。此外,在对结构进行感知分组时,还观察到与任务相关的阿尔法功率下降和 PLI 功能连通性增加。一个新的发现是,当信息从右半球流向左半球,而不是从左半球流向右半球时,感知分组的格兰杰因果关系表现出更高的值。因此,右半球在与知觉分组相关的激活幅度、任务相关α功率、功能连通性和定向功能连通性方面表现出明显的优势。此外,我们的研究结果表明,知觉分组涉及额叶和枕叶脑区之间的交流。通过阐明感知分组的半球机制,这项研究不仅加深了我们对基本认知过程的理解,还为神经康复和人工智能等领域提供了实际意义。
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来源期刊
Neuroscience informatics
Neuroscience informatics Surgery, Radiology and Imaging, Information Systems, Neurology, Artificial Intelligence, Computer Science Applications, Signal Processing, Critical Care and Intensive Care Medicine, Health Informatics, Clinical Neurology, Pathology and Medical Technology
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