Predicted utility modulates working memory fidelity in the brain

被引:1
|
作者
Levin, Emily J. [1 ,4 ,5 ]
Brissenden, James A. [3 ]
Fengler, Alexander [1 ,2 ]
Badre, David [1 ,2 ]
机构
[1] Dept Cognit Linguist & Psychol Sci, Providence, RI USA
[2] Brown Univ, Carney Inst Brain Sci, Providence, RI USA
[3] Univ Michigan, Dept Psychol, Ann Arbor, MI 48109 USA
[4] Univ Pittsburgh, Sch Med, Pittsburgh, PA USA
[5] Brown Univ, Box 1821, Providence, RI 02912 USA
关键词
Working memory; fMRI; Predicted utility; Fidelity; Gating; SHORT-TERM-MEMORY; FRONTAL-CORTEX; COMPUTATIONAL MODEL; PREFRONTAL CORTEX; BASAL GANGLIA; REPRESENTATIONS; INFORMATION; PRECISION; ATTENTION; PSYCHOPHYSICS;
D O I
10.1016/j.cortex.2022.09.018
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
The predicted utility of information stored in working memory (WM) is hypothesized to influence the strategic allocation of WM resources. Prior work has shown that when in-formation is prioritized, it is remembered with greater precision relative to other remembered items. However, these paradigms often complicate interpretation of the ef-fects of predicted utility on item fidelity due to a concurrent memory load. Likewise, no fMRI studies have examined whether the predicted utility of an item modulates fidelity in the neural representation of items during the memory delay without a concurrent load. In the current study, we used fMRI to investigate whether predicted utility influences fidelity of WM representations in the brain. Using a generative model multivoxel analysis approach to estimate the quality of remembered representations across predicted utility conditions, we observed that items with greater predicted utility are maintained in memory with greater fidelity, even when they are the only item being maintained. Further, we found that this pattern follows a parametric relationship where more predicted utility corresponded to greater fidelity. These precision differences could not be accounted for based on a redistribution of resources among already-remembered items. Rather, we interpret these results in terms of a gating mechanism that allows for pre-allocation of resources based on predicted value alone. This evidence supports a theoretical distinction between resource allocation that occurs as a result of load and resource pre-allocation that occurs as a result of predicted utility.(c) 2023 Elsevier Ltd. All rights reserved.
引用
收藏
页码:115 / 133
页数:19
相关论文
共 50 条
  • [41] Controlling working memory with learned instructions
    Sylvester, J. C.
    Reggia, J. A.
    Weems, S. A.
    Bunting, M. F.
    NEURAL NETWORKS, 2013, 41 : 23 - 38
  • [42] Flexibility of representational states in working memory
    Zokaei, Nahid
    Ning, Shen
    Manohar, Sanjay
    Feredoes, Eva
    Husain, Masud
    FRONTIERS IN HUMAN NEUROSCIENCE, 2014, 8
  • [43] Does visual working memory represent the predicted locations of future target objects? An event-related brain potential study
    Grubert, Anna
    Eimer, Martin
    BRAIN RESEARCH, 2015, 1626 : 258 - 266
  • [44] Guidance of Attention by Working Memory Is a Matter of Representational Fidelity
    Williams, Jamal R.
    Brady, Timothy F.
    Stormer, Viola S.
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2022, 48 (03) : 202 - 231
  • [45] Occipital, parietal, and frontal cortices selectively maintain task-relevant features of multi-feature objects in visual working memory
    Yu, Qing
    Shim, Won Mok
    NEUROIMAGE, 2017, 157 : 97 - 107
  • [46] Performance level modulates adult age differences in brain activation during spatial working memory
    Nagel, Irene E.
    Preuschhof, Claudia
    Li, Shu-Chen
    Nyberg, Lars
    Backman, Lars
    Lindenberger, Ulman
    Heekeren, Hauke R.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (52) : 22552 - 22557
  • [47] Brain Signature of Working Memory for Sentence Structure: Enriched Encoding and Facilitated Maintenance
    Bonhage, Corinna E.
    Fiebach, Christian J.
    Bahlmann, Joerg
    Mueller, Jutta L.
    JOURNAL OF COGNITIVE NEUROSCIENCE, 2014, 26 (08) : 1654 - 1671
  • [48] Failure to filter: anxious individuals show inefficient gating of threat from working memory of threat from working memory
    Stout, Daniel M.
    Shackman, Alexander J.
    Larson, Christine L.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
  • [49] A pilot study of changes in functional brain activity during a working memory task after mSMT treatment: The MEMREHAB trial
    Huiskamp, M.
    Dobryakova, E.
    Wylie, G. D.
    DeLuca, J.
    Chiaravalloti, N. D.
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2016, 7 : 76 - 82
  • [50] No fixed item limit in visuospatial working memory
    Schneegans, Sebastian
    Bays, Paul M.
    CORTEX, 2016, 83 : 181 - 193