Suppr超能文献

解析人类海马体中的信息:使用指南。

Decoding information in the human hippocampus: a user's guide.

机构信息

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK.

出版信息

Neuropsychologia. 2012 Nov;50(13):3107-21. doi: 10.1016/j.neuropsychologia.2012.07.007. Epub 2012 Jul 20.

Abstract

Multi-voxel pattern analysis (MVPA), or 'decoding', of fMRI activity has gained popularity in the neuroimaging community in recent years. MVPA differs from standard fMRI analyses by focusing on whether information relating to specific stimuli is encoded in patterns of activity across multiple voxels. If a stimulus can be predicted, or decoded, solely from the pattern of fMRI activity, it must mean there is information about that stimulus represented in the brain region where the pattern across voxels was identified. This ability to examine the representation of information relating to specific stimuli (e.g., memories) in particular brain areas makes MVPA an especially suitable method for investigating memory representations in brain structures such as the hippocampus. This approach could open up new opportunities to examine hippocampal representations in terms of their content, and how they might change over time, with aging, and pathology. Here we consider published MVPA studies that specifically focused on the hippocampus, and use them to illustrate the kinds of novel questions that can be addressed using MVPA. We then discuss some of the conceptual and methodological challenges that can arise when implementing MVPA in this context. Overall, we hope to highlight the potential utility of MVPA, when appropriately deployed, and provide some initial guidance to those considering MVPA as a means to investigate the hippocampus.

摘要

多体素模式分析(MVPA),或“解码”fMRI 活动,近年来在神经影像学领域越来越受欢迎。MVPA 与标准 fMRI 分析的不同之处在于,它专注于是否有与特定刺激相关的信息编码在多个体素的活动模式中。如果一个刺激可以仅从 fMRI 活动的模式中进行预测或解码,那么这一定意味着在识别跨体素模式的大脑区域中存在有关该刺激的信息。这种检查与特定刺激(例如记忆)相关的信息表示的能力使 MVPA 成为研究海马体等大脑结构中的记忆表示的特别合适的方法。这种方法可以开辟新的机会,根据内容以及随时间、衰老和病理变化的方式来检查海马体的表示。在这里,我们考虑了专门关注海马体的已发表的 MVPA 研究,并使用它们来说明可以使用 MVPA 解决的新问题。然后,我们讨论了在这种情况下实施 MVPA 时可能出现的一些概念和方法学挑战。总的来说,我们希望强调适当部署 MVPA 的潜在效用,并为那些考虑将 MVPA 作为研究海马体的一种手段的人提供一些初步指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/244e/3500691/61de4c63a9fc/gr1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验