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Multi-Voxel Decoding and the Topography of Maintained Information During Visual Working Memory

机译:视觉工作记忆期间的多体素解码和可维护信息的拓扑

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摘要

The ability to maintain representations in the absence of external sensory stimulation, such as in working memory, is critical for guiding human behavior. Human functional brain imaging studies suggest that visual working memory can recruit a network of brain regions from visual to parietal to prefrontal cortex. In this review, we focus on the maintenance of representations during visual working memory and discuss factors determining the topography of those representations. In particular, we review recent studies employing multi-voxel pattern analysis (MVPA) that demonstrate decoding of the maintained content in visual cortex, providing support for a “sensory recruitment” model of visual working memory. However, there is some evidence that maintained content can also be decoded in areas outside of visual cortex, including parietal and frontal cortex. We suggest that the ability to maintain representations during working memory is a general property of cortex, not restricted to specific areas, and argue that it is important to consider the nature of the information that must be maintained. Such information-content is critically determined by the task and the recruitment of specific regions during visual working memory will be both task- and stimulus-dependent. Thus, the common finding of maintained information in visual, but not parietal or prefrontal, cortex may be more of a reflection of the need to maintain specific types of visual information and not of a privileged role of visual cortex in maintenance.
机译:在没有外部感觉刺激的情况下(例如在工作记忆中)保持表现的能力对于指导人类行为至关重要。人类功能性脑成像研究表明,视觉工作记忆可以募集从视觉到顶叶到前额叶皮层的大脑区域网络。在这篇综述中,我们专注于视觉工作记忆过程中对表示的维护,并讨论了决定这些表示的地形的因素。特别是,我们回顾了采用多体素模式分析(MVPA)的最新研究,这些研究证明了对视觉皮层中保留内容的解码,为视觉工作记忆的“感官募集”模型提供了支持。但是,有证据表明,维护的内容也可以在视皮层以外的区域(包括顶叶和额叶皮层)中解码。我们建议,在工作记忆中保持表征的能力是皮质的一般属性,而不仅限于特定区域,并且认为考虑必须保持的信息的性质很重要。此类信息内容由任务决定,在视觉工作记忆过程中特定区域的募集将取决于任务和刺激。因此,在视觉皮层而不是顶叶或额叶皮层中维护信息的常见发现可能更多地反映了维护特定类型的视觉信息的需求,而不是视觉皮层在维护中的特权。

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