Multiple and Dissociable Effects of Sensory History on Working-Memory Performance

被引:4
|
作者
Hajonides, Jasper E. [1 ,2 ]
van Ede, Freek [3 ]
Stokes, Mark G. [1 ,2 ]
Nobre, Anna C. [1 ,2 ]
Myers, Nicholas E. [4 ]
机构
[1] Univ Oxford, Oxford Ctr Human Brain Act, Wellcome Ctr Integrat Neuroimaging, Oxford OX3 7JX, England
[2] Univ Oxford, Dept Expt Psychol, Oxford OX2 6GG, England
[3] Vrije Univ Amsterdam, Dept Appl & Expt Psychol, NL-1081 BT Amsterdam, Netherlands
[4] Univ Nottingham, Sch Psychol, Nottingham NG7 2RD, England
来源
JOURNAL OF NEUROSCIENCE | 2023年 / 43卷 / 15期
基金
英国惠康基金; 欧洲研究理事会; 英国经济与社会研究理事会;
关键词
Key words; biases; machine learning; MEG; neural representations; serial dependence; working memory; SERIAL DEPENDENCE; VISUAL-ADAPTATION; INFORMATION; PERCEPTION; MECHANISMS; SPACE; SUPPRESSION; STATISTICS; ATTENTION; CORTEX;
D O I
10.1523/JNEUROSCI.1200-22.2023
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Behavioral reports of sensory information are biased by stimulus history. The nature and direction of such serial-dependence biases can differ between experimental settings; both attractive and repulsive biases toward previous stimuli have been observed. How and when these biases arise in the human brain remains largely unexplored. They could occur either via a change in sensory processing itself and/or during postperceptual processes such as maintenance or decision-making. To address this, we tested 20 participants (11 female) and analyzed behavioral and magnetoencephalographic (MEG) data from a working-memory task in which participants were sequentially presented with two randomly oriented gratings, one of which was cued for recall at the end of the trial. Behavioral responses showed evidence for two distinct biases: (1) a within-trial repulsive bias away from the previously encoded orientation on the same trial, and (2) a between-trial attractive bias toward the task-relevant orientation on the previous trial. Multivariate classification of stimulus orientation revealed that neural representations during stimulus encoding were biased away from the previous grating orientation, regardless of whether we considered the within-trial or between-trial prior orientation, despite opposite effects on behavior. These results suggest that repulsive biases occur at the level of sensory processing and can be overridden at postperceptual stages to result in attractive biases in behavior.
引用
收藏
页码:2730 / 2740
页数:11
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