Department of Sense Organs, Sapienza University of Rome, Viale dell'Università 31, 00161 Rome, Italy.
BrainSigns Srl, Lungotevere Michelangelo, 9, 00192 Rome, Italy.
Comput Intell Neurosci. 2021 Dec 20;2021:4158580. doi: 10.1155/2021/4158580. eCollection 2021.
Exploration of specific brain areas involved in verbal working memory (VWM) is a powerful but not widely used tool for the study of different sensory modalities, especially in children. In this study, for the first time, we used electroencephalography (EEG) to investigate neurophysiological similarities and differences in response to the same verbal stimuli, expressed in the auditory and visual modality during the n-back task with varying memory load in children. Since VWM plays an important role in learning ability, we wanted to investigate whether children elaborated the verbal input from auditory and visual stimuli through the same neural patterns and if performance varies depending on the sensory modality. Performance in terms of reaction times was better in visual than auditory modality ( = 0.008) and worse as memory load increased regardless of the modality ( < 0.001). EEG activation was proportionally influenced by task level and was evidenced in theta band over the prefrontal cortex ( = 0.021), along the midline ( = 0.003), and on the left hemisphere ( = 0.003). Differences in the effects of the two modalities were seen only in gamma band in the parietal cortices ( = 0.009). The values of a brainwave-based engagement index, innovatively used here to test children in a dual-modality VWM paradigm, varied depending on n-back task level ( = 0.001) and negatively correlated ( = 0.002) with performance, suggesting its computational effectiveness in detecting changes in mental state during memory tasks involving children. Overall, our findings suggest that auditory and visual VWM involved the same brain cortical areas (frontal, parietal, occipital, and midline) and that the significant differences in cortical activation in theta band were more related to memory load than sensory modality, suggesting that VWM function in the child's brain involves a cross-modal processing pattern.
探索特定的与言语工作记忆(VWM)相关的脑区是一种强大但尚未广泛应用的工具,可用于研究不同感觉模式,特别是在儿童中。在这项研究中,我们首次使用脑电图(EEG)来研究在儿童 n 回任务中,当记忆负荷变化时,对相同的言语刺激以听觉和视觉模式表达时,神经生理上的相似性和差异。由于 VWM 在学习能力中起着重要作用,我们想探讨儿童是否通过相同的神经模式来详细阐述听觉和视觉刺激的言语输入,以及表现是否取决于感觉模式。在视觉模式下的反应时间优于听觉模式( = 0.008),而无论感觉模式如何,随着记忆负荷的增加,表现都会变差( < 0.001)。任务水平对 EEG 激活有比例影响,在前额叶皮层( = 0.021)、中线( = 0.003)和左半球( = 0.003)的θ频段上得到证明。两种模式的影响差异仅在顶叶皮层的γ频段上可见( = 0.009)。在这里创新性地用于测试儿童在双模态 VWM 范式中的基于脑电波的参与指数的值取决于 n 回任务水平( = 0.001),并与表现呈负相关( = 0.002),表明其在检测儿童记忆任务中精神状态变化方面的计算有效性。总的来说,我们的发现表明听觉和视觉 VWM 涉及相同的大脑皮质区域(额叶、顶叶、枕叶和中线),θ频段的皮质激活的显著差异与记忆负荷的关系更密切,而与感觉模式的关系不密切,这表明儿童大脑中的 VWM 功能涉及跨模式处理模式。