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Common Neural Mechanisms Control Attention and Working Memory
被引:21
|作者:
Zhou, Ying
[1
,2
]
Curtis, Clayton E.
[2
,3
]
Sreenivasan, Kartik K.
[1
,2
,4
]
Fougnie, Daryl
[1
,2
]
机构:
[1] New York Univ Abu Dhabi, Program Psychol, Abu Dhabi 129188, U Arab Emirates
[2] NYU, Ctr Neural Sci, New York, NY 10003 USA
[3] NYU, Dept Psychol, New York, NY 10003 USA
[4] New York Univ Abu Dhabi, Program Biol, Abu Dhabi 129188, U Arab Emirates
关键词:
attention;
decoding;
fMRI;
selection;
working memory;
SPATIAL SELECTIVE ATTENTION;
HUMAN PARIETAL CORTEX;
ORIENTING ATTENTION;
VISUAL-FIELD;
CAPACITY LIMITS;
FRONTAL-CORTEX;
MAINTENANCE;
INFORMATION;
MODULATION;
MAPS;
D O I:
10.1523/JNEUROSCI.0443-22.2022
中图分类号:
Q189 [神经科学];
学科分类号:
071006 ;
摘要:
Although previous studies point to qualitative similarities between working memory (WM) and attention, the degree to which these two constructs rely on shared neural mechanisms remains unknown. Focusing on one such potentially shared mecha-nism, we tested the hypothesis that selecting an item within WM utilizes similar neural mechanisms as selecting a visible item via a shift of attention. We used fMRI and machine learning to decode both the selection among items visually available and the selection among items stored in WM in human subjects (both sexes). Patterns of activity in visual, parietal, and to a lesser extent frontal cortex predicted the locations of the selected items. Critically, these patterns were strikingly interchange-able; classifiers trained on data during attentional selection predicted selection from WM, and classifiers trained on data dur-ing selection from memory predicted attentional selection. Using models of voxel receptive fields, we visualized topographic population activity that revealed gain enhancements at the locations of the externally and internally selected items. Our results suggest that selecting among perceived items and selecting among items in WM share a common mechanism. This common mechanism, analogous to a shift of spatial attention, controls the relative gains of neural populations that encode behaviorally relevant information.
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页码:7110 / 7120
页数:11
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