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
  • [1] Working memory management and predicted utility
    Chatham, Christopher H.
    Badre, David
    FRONTIERS IN BEHAVIORAL NEUROSCIENCE, 2013, 7
  • [2] Selection History Modulates Working Memory Capacity
    Kuo, Bo-Cheng
    FRONTIERS IN PSYCHOLOGY, 2016, 7
  • [3] A Brain System for Auditory Working Memory
    Kumar, Sukhbinder
    Joseph, Sabine
    Gander, Phillip E.
    Barascud, Nicolas
    Halpern, Andrea R.
    Griffiths, Timothy D.
    JOURNAL OF NEUROSCIENCE, 2016, 36 (16) : 4492 - 4505
  • [4] Quantifying attentional effects on the fidelity and biases of visual working memory in young children
    Guillory, Sylvia B.
    Gliga, Teodora
    Kaldy, Zsuzsa
    JOURNAL OF EXPERIMENTAL CHILD PSYCHOLOGY, 2018, 167 : 146 - 161
  • [5] Oscillatory Brain State Predicts Variability in Working Memory
    Myers, Nicholas E.
    Stokes, Mark G.
    Walther, Lena
    Nobre, Anna C.
    JOURNAL OF NEUROSCIENCE, 2014, 34 (23) : 7735 - 7743
  • [6] Cross-Modal Decoding of Neural Patterns Associated with Working Memory: Evidence for Attention-Based Accounts of Working Memory
    Majerus, Steve
    Cowan, Nelson
    Peters, Frederic
    Van Calster, Laurens
    Phillips, Christophe
    Schrouff, Jessica
    CEREBRAL CORTEX, 2016, 26 (01) : 166 - 179
  • [7] Comparing brain activations associated with working memory and fluid intelligence
    Clark, Cameron M.
    Lawlor-Savage, Linette
    Goghari, Vina M.
    INTELLIGENCE, 2017, 63 : 66 - 77
  • [8] Simultaneous EEG-fMRI for working memory of the human brain
    Ahmad, Rana Fayyaz
    Malik, Aamir Saeed
    Kamel, Nidal
    Reza, Faruque
    Abdullah, Jafri Malin
    AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2016, 39 (02) : 363 - 378
  • [9] Essential considerations for exploring visual working memory storage in the human brain
    Iamshchinina, Polina
    Christophel, Thomas B.
    Gayet, Surya
    Rademaker, Rosanne L.
    VISUAL COGNITION, 2021, 29 (07) : 425 - 436
  • [10] Brain activity related to working memory for temporal order and object information
    Roberts, Brooke M.
    Libby, Laura A.
    Inhoff, Marika C.
    Ranganath, Charan
    BEHAVIOURAL BRAIN RESEARCH, 2018, 354 : 55 - 63