Literature DB >> 33288707

Stable maintenance of multiple representational formats in human visual short-term memory.

Jing Liu1,2, Hui Zhang3, Tao Yu4, Duanyu Ni4, Liankun Ren5, Qinhao Yang1,2, Baoqing Lu1,2, Di Wang5, Rebekka Heinen3, Nikolai Axmacher1,2,3, Gui Xue6,2.   

Abstract

Visual short-term memory (VSTM) enables humans to form a stable and coherent representation of the external world. However, the nature and temporal dynamics of the neural representations in VSTM that support this stability are barely understood. Here we combined human intracranial electroencephalography (iEEG) recordings with analyses using deep neural networks and semantic models to probe the representational format and temporal dynamics of information in VSTM. We found clear evidence that VSTM maintenance occurred in two distinct representational formats which originated from different encoding periods. The first format derived from an early encoding period (250 to 770 ms) corresponded to higher-order visual representations. The second format originated from a late encoding period (1,000 to 1,980 ms) and contained abstract semantic representations. These representational formats were overall stable during maintenance, with no consistent transformation across time. Nevertheless, maintenance of both representational formats showed substantial arrhythmic fluctuations, i.e., waxing and waning in irregular intervals. The increases of the maintained representational formats were specific to the phases of hippocampal low-frequency activity. Our results demonstrate that human VSTM simultaneously maintains representations at different levels of processing, from higher-order visual information to abstract semantic representations, which are stably maintained via coupling to hippocampal low-frequency activity.

Entities:  

Keywords:  deep neural network; hippocampus; intracranial EEG; representation; visual short-term memory

Mesh:

Year:  2020        PMID: 33288707      PMCID: PMC7768765          DOI: 10.1073/pnas.2006752117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   12.779


  68 in total

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