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Title: Maintenance and transformation of representational formats during working memory prioritization
Authors: Pacheco-Estefan, D
Fellner, MC
Kunz, L
Zhang, H
Reinacher, P
Roy, C
Brandt, A
Schulze-Bonhage, A
Yang, L
Wang, S
Liu, J 
Xue, G
Axmacher, N
Issue Date: 2024
Source: Nature communications, 2024, v. 15, 8234
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.
Publisher: Nature Publishing Group
Journal: Nature communications 
EISSN: 2041-1723
DOI: 10.1038/s41467-024-52541-w
Rights: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
©The Author(s) 2024
The following publication Pacheco-Estefan, D., Fellner, MC., Kunz, L. et al. Maintenance and transformation of representational formats during working memory prioritization. Nat Commun 15, 8234 (2024) is available at https://doi.org/10.1038/s41467-024-52541-w.
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