Restoring Latent Visual Working Memory Representations in Human Cortex

被引:164
作者
Sprague, Thomas C. [1 ,4 ]
Ester, Edward F. [2 ]
Serences, John T. [1 ,2 ,3 ]
机构
[1] Univ Calif San Diego, Neurosci Grad Program, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Kavli Inst Brain & Mind, La Jolla, CA 92093 USA
[4] NYU, Dept Psychol, 6 Washington Pl, New York, NY 10003 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
SHORT-TERM-MEMORY; PERSISTENT NEURAL ACTIVITY; COGNITIVE NEUROSCIENCE; ORIENTING ATTENTION; PREFRONTAL CORTEX; SPATIAL POSITION; INFORMATION; MAINTENANCE; CAPACITY; MODULATION;
D O I
10.1016/j.neuron.2016.07.006
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Working memory (WM) enables the storage and manipulation of limited amounts of information over short periods. Prominent models posit that increasing the number of remembered items decreases the spiking activity dedicated to each item via mutual inhibition, which irreparably degrades the fidelity of each item's representation. We tested these models by determining if degraded memory representations could be recovered following a post-cue indicating which of several items in spatial WM would be recalled. Using an fMRI-based image reconstruction technique, we identified impaired behavioral performance and degraded mnemonic representations with elevated memory load. However, in several cortical regions, degraded mnemonic representations recovered substantially following a post-cue, and this recovery tracked behavioral performance. These results challenge pure spike-based models of WM and suggest that remembered items are additionally encoded within latent or hidden neural codes that can help reinvigorate active WM representations.
引用
收藏
页码:694 / 707
页数:14
相关论文
共 75 条
[1]   Shared Representations for Working Memory and Mental Imagery in Early Visual Cortex [J].
Albers, Anke Marit ;
Kok, Peter ;
Toni, Ivan ;
Dijkerman, H. Chris ;
de Lange, Floris P. .
CURRENT BIOLOGY, 2013, 23 (15) :1427-1431
[2]   Recent developments in working memory [J].
Baddeley, A .
CURRENT OPINION IN NEUROBIOLOGY, 1998, 8 (02) :234-238
[3]   Working models of working memory [J].
Barak, Omri ;
Tsodyks, Misha .
CURRENT OPINION IN NEUROBIOLOGY, 2014, 25 :20-24
[4]   Dynamic shifts of limited working memory resources in human vision [J].
Bays, Paul M. ;
Husain, Masud .
SCIENCE, 2008, 321 (5890) :851-854
[5]   Spikes not slots: noise neural populations limits working memory [J].
Bays, Paul M. .
TRENDS IN COGNITIVE SCIENCES, 2015, 19 (08) :431-438
[6]   Noise in Neural Populations Accounts for Errors in Working Memory [J].
Bays, Paul M. .
JOURNAL OF NEUROSCIENCE, 2014, 34 (10) :3632-3645
[7]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[8]   Visual Long-Term Memory Has the Same Limit on Fidelity as Visual Working Memory [J].
Brady, Timothy F. ;
Konkle, Talia ;
Gill, Jonathan ;
Oliva, Aude ;
Alvarez, George A. .
PSYCHOLOGICAL SCIENCE, 2013, 24 (06) :981-990
[9]   Attention enhances synaptic efficacy and the signal-to-noise ratio in neural circuits [J].
Briggs, Farran ;
Mangun, George R. ;
Usrey, W. Martin .
NATURE, 2013, 499 (7459) :476-+
[10]   Decoding and Reconstructing Color from Responses in Human Visual Cortex [J].
Brouwer, Gijs Joost ;
Heeger, David J. .
JOURNAL OF NEUROSCIENCE, 2009, 29 (44) :13992-14003