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工作记忆优先化过程中表象格式的维持和转换。

Maintenance and transformation of representational formats during working memory prioritization.

机构信息

Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany.

Department of Epileptology, University Hospital Bonn, Bonn, Germany.

出版信息

Nat Commun. 2024 Sep 19;15(1):8234. doi: 10.1038/s41467-024-52541-w.

Abstract

Visual working memory depends on both material-specific brain areas in the ventral visual stream (VVS) that support the maintenance of stimulus representations and on regions in the prefrontal cortex (PFC) that control these representations. How executive control prioritizes working memory contents and whether this affects their representational formats remains an open question, however. Here, we analyzed intracranial EEG (iEEG) recordings in epilepsy patients with electrodes in VVS and PFC who performed a multi-item working memory task involving a retro-cue. We employed Representational Similarity Analysis (RSA) with various Deep Neural Network (DNN) architectures to investigate the representational format of prioritized VWM content. While recurrent DNN representations matched PFC representations in the beta band (15-29 Hz) following the retro-cue, they corresponded to VVS representations in a lower frequency range (3-14 Hz) towards the end of the maintenance period. Our findings highlight the distinct coding schemes and representational formats of prioritized content in VVS and PFC.

摘要

视觉工作记忆既依赖于腹侧视觉流 (VVS) 中支持刺激表示维持的特定材料的大脑区域,也依赖于前额叶皮层 (PFC) 中控制这些表示的区域。然而,执行控制如何优先考虑工作记忆内容,以及这是否影响它们的表示格式,仍然是一个悬而未决的问题。在这里,我们分析了在 VVS 和 PFC 中进行涉及回溯提示的多项工作记忆任务的癫痫患者的颅内 EEG (iEEG) 记录。我们使用具有各种深度神经网络 (DNN) 架构的表示相似性分析 (RSA) 来研究优先级 VWM 内容的表示格式。虽然在回溯提示后,递归 DNN 表示与 PFC 在β频带(15-29 Hz)中的表示匹配,但在维持期接近尾声时,它们与 VVS 在较低频率范围(3-14 Hz)中的表示相对应。我们的发现强调了优先级内容在 VVS 和 PFC 中的独特编码方案和表示格式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec2c/11412997/7eadd1b7a359/41467_2024_52541_Fig1_HTML.jpg

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