神经反馈训练中与表现相关的脑电图表型的鉴定

Daniela S. Ferreira, N. Dias
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引用次数: 2

摘要

随着年龄的增长,身体和大脑会发生一些变化。其中一个变化是神经可塑性的丧失,这会导致认知能力的下降。因此,制止或扭转这些变化的必要性对当代社会至关重要。在本工作中,我们试图利用脑电图和威斯康星卡片分类测验(WCST)来了解哪些是与表现相关的脑电表型。该测试适用于年轻和老年受试者,因为预期随着年龄的增长认知缺陷。结果表明,在WCST中表现较好的组,其顶叶θ波去同步化、额叶间和半球内相干性增加有关。低分辨率脑电磁断层扫描(LORETA)算法的实现表明,WCST不是针对前额皮质的特定测试。已确定的与性能相关的脑电图特征在神经反馈训练方案中具有潜在的应用价值,旨在阻止与年龄相关的认知衰退。
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Identification of performance-related EEG phenotypes for neurofeedback training
With aging the body and the brain undergoes several changes. One of these changes is the loss of neuroplasticity, which leads to the decrease of cognitive abilities. Hence the necessity of stopping or reversing these changes is of utmost importance to contemporary society. In the present work, using electroencephalogram and the Wisconsin card sorting test (WCST) we try to understand which are the performance-related EEG phenotypes. The test was applied to young and elderly subjects due to the expected cognitive deficits with increasing age. The results showed that parietal theta desynchronization and the increase of the inter-frontal and intra-hemispheric coherence was associated to the group of good performers in the WCST. The implementation of an algorithm for low-resolution brain electromagnetic tomography (LORETA) showed that the WCST is not a specific test of the pre-frontal cortex. The identified performance-related EEG features have potential application on neurofeedback training protocols intended to hinder age-related cognitive decline.
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