Decoding the status of working memory representations in preparation of visual selection

被引:27
作者
de Vries, Ingmar E. J. [1 ]
van Driel, Joram [1 ]
Olivers, Christian N. L. [1 ]
机构
[1] Vrije Univ Amsterdam, Fac Behav & Movement Sci, Dept Expt & Appl Psychol, Van der Boechorststr 1, NL-1081 BT Amsterdam, Netherlands
基金
欧洲研究理事会;
关键词
EEG decoding; Cognitive control; Task preparation; Neural oscillations; Visual attention; Visual search; EEG DYNAMICS DISSOCIATE; SHORT-TERM-MEMORY; TEMPORAL DYNAMICS; NEURAL MECHANISMS; ALPHA; INFORMATION; BENEFITS; ATTENTION; SEARCH; PRIORITIZATION;
D O I
10.1016/j.neuroimage.2019.02.069
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Daily life is filled with sequences of multiple tasks, each with their own relevant perceptual input. Working memory needs to dissociate representations that drive attention towards currently relevant information from prospective representations that are needed for future tasks, but that until then should be prevented from guiding attention. Yet, little is known about how the brain initiates and controls such sequential prioritization of selection. In the current study we recorded EEG while subjects remembered a color as the target template for one of two sequential search tasks, thus making it either currently relevant (when it was the target for the first search) or prospectively relevant (when it was the target for the second search) prior to the task sequence. Using time-frequency specific linear classifiers, we were able to predict the priority status (current versus prospective) of the memory representation from multivariate patterns of delta (2-4 Hz) and non-lateralized alpha power (8-14 Hz) during both delay periods. The delta band was only transiently involved when initializing the priority status at the start of the first delay, or when switching priority during the second delay, which we interpret as reflecting the momentary top-down control over prioritization. In contrast, alpha power decoding was based on a more stable pattern of activity that generalized across time both within and between delay periods, which we interpret as reflecting a difference in the prioritized memory representations themselves. Taken together, we reveal the involvement of a complex, distributed and dynamic spatiotemporal landscape of frequency-specific oscillatory activity in controlling prioritization of information within working memory.
引用
收藏
页码:549 / 559
页数:11
相关论文
共 67 条
[1]   Valid population inference for information-based imaging: From the second-level t-test to prevalence inference [J].
Allefeld, Carsten ;
Goergen, Kai ;
Haynes, John-Dylan .
NEUROIMAGE, 2016, 141 :378-392
[2]   Neural Mechanisms of Object-Based Attention [J].
Baldauf, Daniel ;
Desimone, Robert .
SCIENCE, 2014, 344 (6182) :424-427
[3]   A THEORY OF VISUAL-ATTENTION [J].
BUNDESEN, C .
PSYCHOLOGICAL REVIEW, 1990, 97 (04) :523-547
[4]   Automatic and strategic effects in the guidance of attention by working memory representations [J].
Carlisle, Nancy B. ;
Woodman, Geoffrey F. .
ACTA PSYCHOLOGICA, 2011, 137 (02) :217-225
[5]   Cortical specialization for attended versus unattended working memory [J].
Christophel, Thomas B. ;
Iamshchinina, Polina ;
Yan, Chang ;
Allefeld, Carsten ;
Haynes, John-Dylan .
NATURE NEUROSCIENCE, 2018, 21 (04) :494-+
[6]   The Distributed Nature of Working Memory [J].
Christophel, Thomas B. ;
Klink, P. Christiaan ;
Spitzer, Bernhard ;
Roelfsema, Pieter R. ;
Haynes, John-Dylan .
TRENDS IN COGNITIVE SCIENCES, 2017, 21 (02) :111-124
[7]   Multivariate pattern analysis of MEG and EEG: A comparison of representational structure in time and space [J].
Cichy, Radoslaw Martin ;
Pantazis, Dimitrios .
NEUROIMAGE, 2017, 158 :441-454
[8]   Resolving human object recognition in space and time [J].
Cichy, Radoslaw Martin ;
Pantazis, Dimitrios ;
Oliva, Aude .
NATURE NEUROSCIENCE, 2014, 17 (03) :455-462
[9]  
Cohen MX, 2014, ISS CLIN COGN NEUROP, P1
[10]   Priority Switches in Visual Working Memory are Supported by Frontal Delta and Posterior Alpha Interactions [J].
de Vries, Ingmar E. J. ;
van Driel, Joram ;
Karacaoglu, Merve ;
Olivers, Christian N. L. .
CEREBRAL CORTEX, 2018, 28 (11) :4090-4104