1
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Kumle L, Võ MLH, Nobre AC, Draschkow D. Multifaceted consequences of visual distraction during natural behaviour. COMMUNICATIONS PSYCHOLOGY 2024; 2:49. [PMID: 38812582 PMCID: PMC11129948 DOI: 10.1038/s44271-024-00099-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 05/15/2024] [Indexed: 05/31/2024]
Abstract
Visual distraction is a ubiquitous aspect of everyday life. Studying the consequences of distraction during temporally extended tasks, however, is not tractable with traditional methods. Here we developed a virtual reality approach that segments complex behaviour into cognitive subcomponents, including encoding, visual search, working memory usage, and decision-making. Participants copied a model display by selecting objects from a resource pool and placing them into a workspace. By manipulating the distractibility of objects in the resource pool, we discovered interfering effects of distraction across the different cognitive subcomponents. We successfully traced the consequences of distraction all the way from overall task performance to the decision-making processes that gate memory usage. Distraction slowed down behaviour and increased costly body movements. Critically, distraction increased encoding demands, slowed visual search, and decreased reliance on working memory. Our findings illustrate that the effects of visual distraction during natural behaviour can be rather focal but nevertheless have cascading consequences.
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Affiliation(s)
- Levi Kumle
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Melissa L.-H. Võ
- Department of Psychology, Goethe University Frankfurt, Frankfurt, Germany
| | - Anna C. Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
- Wu Tsai Institute and Department of Psychology, Yale University, New Haven, CT USA
| | - Dejan Draschkow
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
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2
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Thiffault F, Cinq-Mars J, Brisson B, Blanchette I. Hearing fearful prosody impairs visual working memory maintenance. Int J Psychophysiol 2024; 199:112338. [PMID: 38552908 DOI: 10.1016/j.ijpsycho.2024.112338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 03/10/2024] [Accepted: 03/25/2024] [Indexed: 04/06/2024]
Abstract
Interference by distractors has been associated multiple times with diminished visual and auditory working memory (WM) performance. Negative emotional distractors in particular lead to detrimental effects on WM. However, these associations have only been seen when distractors and items to maintain in WM are from the same sensory modality. In this study, we investigate cross-modal interference on WM. We invited 20 participants to complete a visual change-detection task, assessing visual WM (VWM), while hearing emotional (fearful) and neutral auditory distractors. Electrophysiological activity was recorded to measure contralateral delay activity (CDA) and auditory P2 event-related potentials (ERP), indexing WM maintenance and distractor salience respectively. At the behavioral level, fearful prosody didn't decrease significantly working memory accuracy, compared to neutral prosody. Regarding ERPs, fearful distractors evoked a greater P2 amplitude than neutral distractors. Correlations between the two ERP potentials indicated that P2 amplitude difference between the two types of prosody was associated with the difference in CDA amplitude for fearful and neutral trials. This association suggests that cognitive resources required to process fearful prosody detrimentally impact VWM maintenance. That result provides a piece of additional evidence that negative emotional stimuli produce greater interference than neutral stimuli and that the cognitive resources used to process stimuli from different modalities come from a common pool.
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Affiliation(s)
- François Thiffault
- CogNAC Research Group (Cognition, Neurosciences, Affect et Comportement), Québec, Canada; Département de Psychologie, Université du Québec à Trois-Rivières, Québec, Canada.
| | - Justine Cinq-Mars
- CogNAC Research Group (Cognition, Neurosciences, Affect et Comportement), Québec, Canada; Département de Psychologie, Université du Québec à Trois-Rivières, Québec, Canada
| | - Benoît Brisson
- CogNAC Research Group (Cognition, Neurosciences, Affect et Comportement), Québec, Canada; Département de Psychologie, Université du Québec à Trois-Rivières, Québec, Canada.
| | - Isabelle Blanchette
- CogNAC Research Group (Cognition, Neurosciences, Affect et Comportement), Québec, Canada; École de Psychologie, Université Laval, Québec, Québec, Canada; CERVO Brain Research Center, Québec, Québec, Canada.
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3
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Zhang Z, Lewis-Peacock JA. Bend but don't break: Prioritization protects working memory from displacement but leaves it vulnerable to distortion from distraction. Cognition 2023; 239:105574. [PMID: 37541028 PMCID: PMC11122694 DOI: 10.1016/j.cognition.2023.105574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 07/19/2023] [Accepted: 07/21/2023] [Indexed: 08/06/2023]
Abstract
Perceptual distraction distorts visual working memory representations. Previous research has shown that memory responses are systematically biased towards passively viewed visual distractors that are similar to the memoranda. However, it remains unclear whether the prioritization of one working memory representation over another reduces the impact of perceptual distractors. We designed a study with five different types of visual distraction that varied in engagement and found evidence for both subtle distortions and catastrophic failures of memory. Importantly, prioritization protected working memories from catastrophic loss (fewer "swap errors") but rendered them more vulnerable to distortion (greater attractive "biases" towards the distractor). Our findings demonstrate that prioritization does not simply protect working memory from any and all interference, but rather it reduces the likelihood of catastrophic disruption from perceptual distraction at the cost of an increased likelihood of distortion.
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Affiliation(s)
- Ziyao Zhang
- Department of Psychology, University of Texas at Austin, USA.
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4
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Piwek EP, Stokes MG, Summerfield C. A recurrent neural network model of prefrontal brain activity during a working memory task. PLoS Comput Biol 2023; 19:e1011555. [PMID: 37851670 PMCID: PMC10615291 DOI: 10.1371/journal.pcbi.1011555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/30/2023] [Accepted: 09/29/2023] [Indexed: 10/20/2023] Open
Abstract
When multiple items are held in short-term memory, cues that retrospectively prioritise one item over another (retro-cues) can facilitate subsequent recall. However, the neural and computational underpinnings of this effect are poorly understood. One recent study recorded neural signals in the macaque lateral prefrontal cortex (LPFC) during a retro-cueing task, contrasting delay-period activity before (pre-cue) and after (post-cue) retrocue onset. They reported that in the pre-cue delay, the individual stimuli were maintained in independent subspaces of neural population activity, whereas in the post-cue delay, the prioritised items were rotated into a common subspace, potentially allowing a common readout mechanism. To understand how such representational transitions can be learnt through error minimisation, we trained recurrent neural networks (RNNs) with supervision to perform an equivalent cued-recall task. RNNs were presented with two inputs denoting conjunctive colour-location stimuli, followed by a pre-cue memory delay, a location retrocue, and a post-cue delay. We found that the orthogonal-to-parallel geometry transformation observed in the macaque LPFC emerged naturally in RNNs trained to perform the task. Interestingly, the parallel geometry only developed when the cued information was required to be maintained in short-term memory for several cycles before readout, suggesting that it might confer robustness during maintenance. We extend these findings by analysing the learning dynamics and connectivity patterns of the RNNs, as well as the behaviour of models trained with probabilistic cues, allowing us to make predictions for future studies. Overall, our findings are consistent with recent theoretical accounts which propose that retrocues transform the prioritised memory items into a prospective, action-oriented format.
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Affiliation(s)
- Emilia P. Piwek
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Mark G. Stokes
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
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5
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Liu R, Guo L, Sun HJ, Parviainen T, Zhou Z, Cheng Y, Liu Q, Ye C. Sustained attention required for effective dimension-based retro-cue benefit in visual working memory. J Vis 2023; 23:13. [PMID: 37191630 DOI: 10.1167/jov.23.5.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023] Open
Abstract
In visual working memory (VWM) tasks, participants' performances can be improved through the use of dimension-based retro-cues, which direct internal attention to prioritize a particular dimension (e.g., color or orientation) of VWM representations even after the stimuli disappear. This phenomenon is known as the dimension-based retro-cue benefit (RCB). The present study investigates whether sustained attention is required for the dimension-based RCB by inserting interference or interruption between the retro-cue and the test array to distract attention. We tested the effects of perceptual interference or cognitive interruption on dimension-based RCB when the interference (Experiments 1 and 2 with masks) or interruption (Experiments 3 and 4 with an odd-even task) occurred concurrently with the stages for the maintenance of prioritized information (long cue-and-interference/interruption interstimulus interval, e.g., Experiments 1 and 3) or the deployment of attention (short cue-and-interference/interruption interstimulus interval, e.g., Experiments 2 and 4). Our results demonstrate that perceptual interference or cognitive interruption attenuates the dimension-based RCB. These findings suggest that sustained attention is necessary for the effective prioritization of a specific dimension of VWM representations.
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Affiliation(s)
- Ruyi Liu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
- https://orcid.org/0000-0003-3416-6159
| | - Lijing Guo
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
- https://orcid.org/0000-0002-2106-0198
| | - Hong-Jin Sun
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Canada
| | - Tiina Parviainen
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
- Centre for Interdisciplinary Brain Research, University of Jyväskylä, Jyväskylä, Finland
- https://orcid.org/0000-0001-6992-5157
| | - Zifang Zhou
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Yuxin Cheng
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Qiang Liu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Chaoxiong Ye
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
- Department of Psychology, Neuroscience and Behaviour, McMaster University ,Hamilton, Canada
- Faculty of Social Sciences, Tampere University, Tampere, Finland
- https://orcid.org/0000-0002-8301-7582
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6
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Li D, Hu Y, Qi M, Zhao C, Jensen O, Huang J, Song Y. Prioritizing flexible working memory representations through retrospective attentional strengthening. Neuroimage 2023; 269:119902. [PMID: 36708973 DOI: 10.1016/j.neuroimage.2023.119902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 01/14/2023] [Accepted: 01/24/2023] [Indexed: 01/26/2023] Open
Abstract
Previous work has proposed two potential benefits of retrospective attention on working memory (WM): target strengthening and non-target inhibition. It remains unknown which hypothesis contributes to the improved WM performance, yet the neural mechanisms responsible for this attentional benefit are unclear. Here, we recorded electroencephalography (EEG) signals while 33 participants performed a retrospective-cue WM task. Multivariate pattern classification analysis revealed that only representations of target features were enhanced by valid retrospective attention during retention, supporting the target strengthening hypothesis. Further univariate analysis found that mid-frontal theta inter-trial phase coherence (ITPC) and ERP components were modulated by valid retrospective attention and correlated with individual differences and moment-to-moment fluctuations on behavioral outcomes, suggesting that both trait- and state-level variability in attentional preparatory processes influence goal-directed behavior. Furthermore, task-irrelevant target spatial location could be decoded from EEG signals, indicating that enhanced spatial binding of target representation is vital to high WM precision. Importantly, frontoparietal theta-alpha phase-amplitude coupling was increased by valid retrospective attention and predicted the reduced random guessing rates. This long-range connection supported top-down information flow in the engagement of frontoparietal networks, which might organize attentional states to integrate target features. Altogether, these results provide neurophysiological bases that retrospective attention improves WM precision by enhancing flexible target representation and emphasize the critical role of the frontoparietal attentional network in the control of WM representations.
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Affiliation(s)
- Dongwei Li
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China; Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | - Yiqing Hu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Mengdi Qi
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Chenguang Zhao
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China; Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai, China
| | - Ole Jensen
- Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | - Jing Huang
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Zhuhai, China.
| | - Yan Song
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China.
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7
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Retrospective cue benefits in visual working memory are limited to a single location at a time. Atten Percept Psychophys 2023:10.3758/s13414-023-02661-0. [PMID: 36732427 DOI: 10.3758/s13414-023-02661-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/20/2023] [Indexed: 02/04/2023]
Abstract
Working memory (WM) performance can be improved by an informative cue presented during storage. This effect, termed a retrocue benefit, can be used to study limits on how human observers prioritize information stored in WM for behavioral output. There is disagreement about whether retrocue benefits extend to multiple WM locations. Here, we hypothesized that multiple retrocues may improve some aspects of memory performance (e.g., a reduction in random guessing) while worsening others (e.g., an increase in the probability of reporting a feature presented at a non-probed location). We tested this possibility in three experiments. Participants remembered arrays of four orientations or colors over a brief delay, and spatial retrocues instructed participants to prioritize zero, one, two, or all four remembered orientations for possible report. At the end of the trial, participants recalled the orientation that appeared at one location. The results of this study revealed that participants' recall errors were lower during cue-one relative to cue-two and cue-four trials, and this benefit was driven primarily by a reduction in random guessing during cue-one trials. We found no evidence suggesting that multiple spatial cues (i.e., during cue-two trials) induced a trade-off between memory precision, random guessing, and non-target reports compared to neutral trials (i.e., cue-zero or cue-four). Thus, cuing participants to prioritize information appearing at multiple unique spatial positions led to no improvement in memory performance compared to neutral or no-cue trials, providing additional support for the view that retrocue benefits on WM performance are limited to a single spatial location at a time.
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8
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Mercer T, Shaw R, Fisher L. Sources and mechanisms of modality-specific distraction in visual short-term memory. VISUAL COGNITION 2023. [DOI: 10.1080/13506285.2022.2162174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Tom Mercer
- School of Psychology, University of Wolverhampton, Wolverhampton, UK
| | - Raegan Shaw
- School of Psychology, University of Wolverhampton, Wolverhampton, UK
| | - Luke Fisher
- School of Psychology, Aston University, Birmingham, UK
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9
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Internal attention is the only retroactive mechanism for controlling precision in working memory. Atten Percept Psychophys 2022:10.3758/s13414-022-02628-7. [PMID: 36536206 PMCID: PMC10371937 DOI: 10.3758/s13414-022-02628-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2022] [Indexed: 12/23/2022]
Abstract
AbstractRecent research has suggested that humans can assert control over the precision of working memory (WM) items. However, the mechanisms that enable this control are unclear. While some studies suggest that internal attention improves precision, it may not be the only factor, as previous work also demonstrated that WM storage is disentangled from attention. To test whether there is a precision control mechanism beyond internal attention, we contrasted internal attention and precision requirements within the same trial in three experiments. In every trial, participants memorized two items briefly. Before the test, a retro-cue indicated which item would be tested first, thus should be attended. Importantly, we encouraged participants to store the unattended item with higher precision by testing it using more similar lure colors at the probe display. Accuracy was analyzed on a small proportion of trials where the target-lure similarity, hence the task difficulty, was equal for attended and unattended items. Experiments 2 and 3 controlled for output interference by the first test and involuntary precision boost by the retro-cue, respectively. In all experiments, the unattended item had lower accuracy than the attended item, suggesting that individuals were not able to remember it more precisely than the attended item. Thus, we conclude that there is no precision control mechanism beyond internal attention, highlighting the close relationship between attentional and qualitative prioritization within WM. We discuss the important implications of these findings for our understanding of the fundamentals of WM and WM-driven behaviors.
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10
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Mercer T, Jarvis RJ, Lawton R, Walters F. Tracking Proactive Interference in Visual Memory. Front Psychol 2022; 13:896866. [PMID: 35664155 PMCID: PMC9158505 DOI: 10.3389/fpsyg.2022.896866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
The current contents of visual working memory can be disrupted by previously formed memories. This phenomenon is known as proactive interference, and it can be used to index the availability of old memories. However, there is uncertainty about the robustness and lifetime of proactive interference, which raises important questions about the role of temporal factors in forgetting. The present study assessed different factors that were expected to influence the persistence of proactive interference over an inter-trial interval in the visual recent probes task. In three experiments, participants encoded arrays of targets and then determined whether a single probe matched one of those targets. On some trials, the probe matched an item from the previous trial (a “recent negative”), whereas on other trials the probe matched a more distant item (a “non-recent negative”). Prior studies have found that recent negative probes can increase errors and slow response times in comparison to non-recent negative probes, and this offered a behavioral measure of proactive interference. In Experiment 1, factors of array size (the number of targets to be encoded) and inter-trial interval (300 ms vs. 8 s) were manipulated in the recent probes task. There was a reduction in proactive interference when a longer delay separated trials on one measure, but only when participants encoded two targets. When working memory capacity was strained by increasing the array size to four targets, proactive interference became stronger after the long delay. In Experiment 2, the inter-trial interval length was again manipulated, along with stimulus novelty (the number of stimuli used in the experiment). Proactive interference was modestly stronger when a smaller number of stimuli were used throughout the experiment, but proactive interference was minimally affected by the inter-trial interval. These findings are problematic for temporal models of forgetting, but Experiment 3 showed that proactive interference also resisted disruption produced by a secondary task presented within the inter-trial interval. Proactive interference was constantly present and generally resilient to the different manipulations. The combined data suggest a relatively durable, passive representation that can disrupt current working memory under a variety of different circumstances.
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Affiliation(s)
- Tom Mercer
- Centre for Psychological Research, School of Psychology, University of Wolverhampton, Wolverhampton, United Kingdom
| | - Ruby-Jane Jarvis
- Centre for Psychological Research, School of Psychology, University of Wolverhampton, Wolverhampton, United Kingdom
| | - Rebekah Lawton
- Centre for Psychological Research, School of Psychology, University of Wolverhampton, Wolverhampton, United Kingdom
| | - Frankie Walters
- Centre for Psychological Research, School of Psychology, University of Wolverhampton, Wolverhampton, United Kingdom
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11
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Tracking attentional states: Assessing the relationship between sustained and selective focused attention in visual working memory. Atten Percept Psychophys 2022; 84:715-738. [PMID: 35297019 DOI: 10.3758/s13414-021-02394-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2021] [Indexed: 11/08/2022]
Abstract
Attention has multiple influences on visual working memory (VWM). Fluctuations in sustained attention predict VWM performance. Furthermore, focusing selective attention in VWM by retro-cuing the to-be-tested item during maintenance boosts retrieval. So far, we lack knowledge how the ability to focus selective attention relates to the state of sustained attention during the VWM trial. Here, we combined a retro-cue task and a self-rated attention protocol to test whether focusing selective attention via retro-cues: (1) mitigates spontaneous attention fluctuations, in which case retro-cues should be more helpful under low levels of self-rated attention; (2) depends on an optimal state of sustained attention, in which case retro-cue benefits should be largest under high levels of self-rated attention; or (3) is independent of sustained attention, in which case retro-cue benefits and self-rated attention effects should be additive. Our data supported the additive hypothesis. Across four experiments, self-rated attention levels predicted continuous reproduction of colors. Retro-cue trials produced better recall and higher rated attention. Critically, retro-cues improved recall to a similar extent across all levels of self-rated attention. This indicates that attention has multi-faceted and independent contributions to VWM.
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12
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Fu X, Ye C, Hu Z, Li Z, Liang T, Liu Q. The impact of retro-cue validity on working memory representation: Evidence from electroencephalograms. Biol Psychol 2022; 170:108320. [PMID: 35337895 DOI: 10.1016/j.biopsycho.2022.108320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/16/2022] [Accepted: 03/18/2022] [Indexed: 11/02/2022]
Abstract
Visual working memory (VWM) performance can be improved by retrospectively cueing an item. The validity of retro-cues has an impact on the mechanisms underlying the retro-cue effect, but how non-cued representations are handled under different retro-cue validity conditions is not yet clear. Here, we used electroencephalograms to investigate whether retro-cue validity can affect the fate of non-cued representations in VWM. The participants were required to perform a change-detection task using a retro-cue with 80% or 20% validity. Contralateral delay activity and the lateralized alpha power were used to assess memory storage and selective attention, respectively. The retro-cue could redirect selective attention to the cued item under both validity conditions; however, the participants maintained the non-cued representations under the low-validity condition but dropped them from VWM under the high-validity condition. These results suggest that the maintenance of non-cued representations in VWM is affected by the expectation of cue validity and may be partially strategically driven. DATA AVAILABILITY: The datasets generated/analyzed during this study and experimental script have been added to https://osf.io/qtwc9/.
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Affiliation(s)
- Xueying Fu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, 610000, Chengdu, China; Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, EV Maastricht, 6229, the Netherlands
| | - Chaoxiong Ye
- Institute of Brain and Psychological Sciences, Sichuan Normal University, 610000, Chengdu, China; Department of Psychology, University of Jyvaskyla, 40014, Jyvaskyla, Finland; Center for Machine Vision and Signal Analysis, University of Oulu, 90014, Oulu, Finland
| | - Zhonghua Hu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, 610000, Chengdu, China
| | - Ziyuan Li
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, 116029, Dalian, China
| | - Tengfei Liang
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, 116029, Dalian, China
| | - Qiang Liu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, 610000, Chengdu, China.
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13
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Shimi A, Scerif G. The influence of attentional biases on multiple working memory precision parameters for children and adults. Dev Sci 2021; 25:e13213. [PMID: 34897919 DOI: 10.1111/desc.13213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 11/18/2021] [Accepted: 11/25/2021] [Indexed: 11/29/2022]
Abstract
Working memory (WM) improves dramatically during childhood but what drives this improvement is not well understood. One influential account thus far has proposed a simple increase in storage capacity. However, recent findings have shown that multiple factors, such as differences in the ability to use attention to enhance the maintenance of internal representations, as well as changes in WM precision, also interact in influencing age-related differences in WM capacity. We aimed to examine whether and how the developing ability to orient attention retrospectively to internal representations influences WM precision. To do so, we employed a paradigm that combined the continuous-recall WM task with the partial-cueing report task. Specifically, 7-year-olds and young adults were asked to reproduce the colour of a probe item in a colour wheel. The initial memory array, which included the probe item, could be followed by a spatial cue that directed participants' attention to a location in the memory array (a 'retro-cue'). Results showed that attentional biases engendered by retro-cues facilitated overall precision compared to uncued baseline performance, for both age groups, although to a smaller degree in 7-year-olds compared to adults. Importantly, investigation of modelling parameters suggested that children demonstrate lower representational quality of items in WM but that spatial attentional cues improve overall precision by increasing the probability of target storage, maintenance and recall, and by reducing misbinding errors as well as random guessing, not by changing representational quality. These results add significantly to our knowledge on the relation between retrospective attention and WM development.
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Affiliation(s)
- Andria Shimi
- Department of Experimental Psychology, University of Oxford, Oxford, UK.,Department of Psychology, University of Cyprus, Nicosia, Cyprus
| | - Gaia Scerif
- Department of Experimental Psychology, University of Oxford, Oxford, UK
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14
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Zickerick B, Rösner M, Sabo M, Schneider D. How to refocus attention on working memory representations following interruptions-Evidence from frontal theta and posterior alpha oscillations. Eur J Neurosci 2021; 54:7820-7838. [PMID: 34687107 DOI: 10.1111/ejn.15506] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/08/2021] [Accepted: 10/19/2021] [Indexed: 11/27/2022]
Abstract
Interruptions lead to a deterioration of primary task performance. Applied research usually describes a delay in primary task resumption as an essential component of this performance deficit. Here, we investigate this approach using electrophysiological correlates of the focusing of attention within working memory, a process that is fundamental to switching between different tasks. A lateralized working memory task was frequently interrupted by either a high- or low-demanding arithmetic task and a subsequent retrospective cue indicated the working memory item required for later report. The detrimental effect of interruptions on primary task performance was most pronounced for high-demanding interruptions. After retro-cue presentation, fronto-central theta power (4-7 Hz) was lowest following high-demanding interruptions and posterior alpha power (8-14 Hz) was less suppressed in the two interruption conditions. These effects might be related to a deficit in attentional control processes following the retrospective cue. Furthermore, we introduce the suppression of posterior alpha power contralateral to the remembered primary task stimuli during the interruption phase as a temporal marker for primary task resumption. Especially for cognitively demanding interruption tasks, this effect seems to overlap in time with the processing of the interruption, which should contribute to the primary task performance deficit.
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Affiliation(s)
- Bianca Zickerick
- Ergonomics Department, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
| | - Marlene Rösner
- Ergonomics Department, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
| | - Melinda Sabo
- Ergonomics Department, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
| | - Daniel Schneider
- Ergonomics Department, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
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15
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Mnemonic attention in analogy to perceptual attention: harmony but not uniformity. PSYCHOLOGICAL RESEARCH 2021; 86:1274-1296. [PMID: 34241670 DOI: 10.1007/s00426-021-01556-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 07/01/2021] [Indexed: 10/20/2022]
Abstract
It has been found that a spatial cue in perception causes benefits through target facilitation at low external noise but noise reduction at high external noise. Assuming that mnemonic attention is similar to perceptual attention, we propose that how a spatial retro-cue is used depends on internal noise. To test this hypothesis, we manipulated internal noise with memory load. We focused on questioning whether/why there was a difference between peripheral and central retro-cues at low or high internal noise. In Experiments 1 and 2, we consistently found that peripheral retro-cues were more effective than central retro-cues at low internal noise. Results from Experiments 3-5 showed that this difference was due to a voluntary process of target facilitation, which happened much earlier on peripheral than central retro-cue trials. These findings are consistent with the hypothesis and indicated that mnemonic attention and perceptual attention could be incorporated into one framework. Nevertheless, spatial retro-cues, including peripheral ones, relied on voluntary control to become effective, different from peripheral cues in perception. To conclude, our findings suggest that the effects of spatial cues on memory and perception are similar but not identical.
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16
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Ye C, Xu Q, Liu X, Astikainen P, Zhu Y, Hu Z, Liu Q. Individual differences in working memory capacity are unrelated to the magnitudes of retrocue benefits. Sci Rep 2021; 11:7258. [PMID: 33790330 PMCID: PMC8012624 DOI: 10.1038/s41598-021-86515-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 03/17/2021] [Indexed: 11/16/2022] Open
Abstract
Previous studies have associated visual working memory (VWM) capacity with the use of internal attention. Retrocues, which direct internal attention to a particular object or feature dimension, can improve VWM performance (i.e., retrocue benefit, RCB). However, so far, no study has investigated the relationship between VWM capacity and the magnitudes of RCBs obtained from object-based and dimension-based retrocues. The present study explored individual differences in the magnitudes of object- and dimension-based RCBs and their relationships with VWM capacity. Participants completed a VWM capacity measurement, an object-based cue task, and a dimension-based cue task. We confirmed that both object- and dimension-based retrocues could improve VWM performance. We also found a significant positive correlation between the magnitudes of object- and dimension-based RCB indexes, suggesting a partly overlapping mechanism between the use of object- and dimension-based retrocues. However, our results provided no evidence for a correlation between VWM capacity and the magnitudes of the object- or dimension-based RCBs. Although inadequate attention control is usually assumed to be associated with VWM capacity, the results suggest that the internal attention mechanism for using retrocues in VWM retention is independent of VWM capacity.
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Affiliation(s)
- Chaoxiong Ye
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China.,Department of Psychology, University of Jyvaskyla, Jyvaskyla, Finland
| | - Qianru Xu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China.,Department of Psychology, University of Jyvaskyla, Jyvaskyla, Finland
| | - Xinyang Liu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Piia Astikainen
- Department of Psychology, University of Jyvaskyla, Jyvaskyla, Finland
| | - Yongjie Zhu
- Department of Computer Science, University of Helsinki, Helsinki, Finland
| | - Zhonghua Hu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Qiang Liu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China. .,Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China.
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17
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Lorenc ES, Mallett R, Lewis-Peacock JA. Distraction in Visual Working Memory: Resistance is Not Futile. Trends Cogn Sci 2021; 25:228-239. [PMID: 33397602 PMCID: PMC7878345 DOI: 10.1016/j.tics.2020.12.004] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/30/2020] [Accepted: 12/04/2020] [Indexed: 01/19/2023]
Abstract
Over half a century of research focused on understanding how working memory is capacity constrained has overshadowed the fact that it is also remarkably resistant to interference. Protecting goal-relevant information from distraction is a cornerstone of cognitive function that involves a multifaceted collection of control processes and storage mechanisms. Here, we discuss recent advances in cognitive psychology and neuroscience that have produced new insights into the nature of visual working memory and its ability to resist distraction. We propose that distraction resistance should be an explicit component in any model of working memory and that understanding its behavioral and neural correlates is essential for building a comprehensive understanding of real-world memory function.
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Affiliation(s)
- Elizabeth S Lorenc
- Department of Psychology, University of Texas at Austin, Austin, TX 78712, USA.
| | - Remington Mallett
- Department of Psychology, University of Texas at Austin, Austin, TX 78712, USA
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18
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Selection in working memory is resource-demanding: Concurrent task effects on the retro-cue effect. Atten Percept Psychophys 2021; 83:1600-1612. [PMID: 33608857 PMCID: PMC8084802 DOI: 10.3758/s13414-020-02239-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/26/2020] [Indexed: 01/21/2023]
Abstract
In a retro-cue paradigm, after memorizing a set of objects, people are cued to remember only a subset. Improved memory from the retro-cue suggests that selection processes can benefit items stored in working memory. Does selection in working memory require attention? If so, an attention-demanding task should disrupt retro-cue effects. Studies using a dual-task paradigm have found mixed results, with only one study (Janczyk & Berryhill, Attention, Perception, and Psychophysics, 76 (3), 715–724, 2014) showing a decreased retro-cue effect by a secondary task. Here we explore a potential issue in that study – the temporal overlap of the secondary task response with the memory test presentation. This raises questions about whether the secondary task was impairing selection processes in memory or was impacting the memory response. We replicated their paradigm by inserting a tone discrimination task at the retro-cue offset, but we also included a condition in which the tone task and the memory test were temporally separated. In Experiment 1, performing the tone task did not impair the retro-cue effect. In Experiment 2, we added an articulatory suppression task as in Janczyk and Berryhill’s study, and we found that the requirement to execute the tone task impaired retro-cue effects. This impairment was independent of whether the tone and memory tasks overlapped. These findings suggest that internal prioritization can be impaired by dual-task interference, but may only occur when such interference is robust enough, for example, due to switching between multiple tasks.
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19
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Malinowska U, Wojciechowski J, Waligora M, Wrobel A, Niedbalski P, Rogala J. Spectral analysis versus signal complexity methods for assessing attention related activity in human EEG. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2019:4517-4520. [PMID: 31946869 DOI: 10.1109/embc.2019.8856798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We aimed to find the most effective analytical method for assessment of attention related activity to be used in neurofeedback training. We compared commonly used spectral EEG methods with those measuring signal complexity - based on calculation of entropy and fractal dimension. The 14 subjects were examined with a modified delayed matching-to-sample task. All investigated methods revealed significant differences of EEG signals recorded in control and attentional trials, however the selection of signals with such differences varied between subjects and applied methods. The results indicated: (i) the importance of the individual analysis of signals from each subject and session, (ii) benefits of applying signal complexity methods to support spectral analysis in a further application and (iii) an advantage of the signal complexity method, carrying information of assembles of spectral components, over common spectral methods.
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20
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Strunk J, Morgan L, Reaves S, Verhaeghen P, Duarte A. Retrospective Attention in Short-Term Memory Has a Lasting Effect on Long-Term Memory Across Age. J Gerontol B Psychol Sci Soc Sci 2019; 74:1317-1325. [PMID: 29669029 DOI: 10.1093/geronb/gby045] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 04/11/2018] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES Declines in both short- and long-term memory are typical of healthy aging. Recent findings suggest that retrodictive attentional cues ("retro-cues") that indicate the location of to-be-probed items in short-term memory (STM) have a lasting impact on long-term memory (LTM) performance in young adults. Whether older adults can also use retro-cues to facilitate both STM and LTM is unknown. METHOD Young and older adults performed a visual STM task in which spatially informative retro-cues or noninformative neutral-cues were presented during STM maintenance of real-world objects. We tested participants' memory at both STM and LTM delays for objects that were previously cued with retrodictive or neutral-cues during STM order to measure the lasting impact of retrospective attention on LTM. RESULTS Older adults showed reduced STM and LTM capacity compared to young adults. However, they showed similar magnitude retro-cue memory benefits as young adults at both STM and LTM delays. DISCUSSION To the best of our knowledge, this is the first study to investigate whether retro-cues in STM facilitate the encoding of objects into LTM such that they are more likely to be subsequently retrieved by older adults. Our results support the idea that retrospective attention can be an effective means by which older adults can improve their STM and LTM performance, even in the context of reduced memory capacity.
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Affiliation(s)
- Jonathan Strunk
- School of Psychology, Georgia Institute of Technology, Atlanta
| | - Lauren Morgan
- School of Psychology, Georgia Institute of Technology, Atlanta
| | - Sarah Reaves
- School of Psychology, Georgia Institute of Technology, Atlanta
| | - Paul Verhaeghen
- School of Psychology, Georgia Institute of Technology, Atlanta
| | - Audrey Duarte
- School of Psychology, Georgia Institute of Technology, Atlanta
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21
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Working memory prioritization impacts neural recovery from distraction. Cortex 2019; 121:225-238. [PMID: 31629945 DOI: 10.1016/j.cortex.2019.08.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 06/22/2019] [Accepted: 08/30/2019] [Indexed: 01/25/2023]
Abstract
The ability to protect goal-relevant information from disruption over short intervals is a hallmark of working memory. Recent behavioral data suggest that high-priority items in working memory are more vulnerable to disruption. We used functional magnetic resonance imaging to evaluate the hypothesis that prioritization of working memories might impact the recovery of their neural representation(s) after distraction. A delay-period retrospective cue informed participants which of two memory items (a face or a scene) to prioritize during a first delay period. Consistent with prior work, and confirming successful prioritization, multivoxel pattern classifier evidence in perceptual brain regions was higher for cued versus uncued memory items. A distraction task was then imposed before a second retrospective cue informed participants to either "stay" remembering the previously cued item or "switch" to the previously uncued item. This allowed for the evaluation of recovery for high-priority items (on stay trials) and also low-priority items (on switch trials). Classifiers showed successful reinstatement of both high- and low-priority items after distraction, but only low-priority items recovered to their pre-distraction representational levels. Moreover, the degree of prioritization before distraction predicted the amount of disruption for high-priority items after distraction, suggesting that the more a participant prioritized the cued item, the greater the impact of distraction. Our data provide neural evidence that prioritizing working memory information in perceptual regions makes that information more vulnerable to disruption.
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22
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High Working Memory Capacity at the Cost of Precision? Brain Sci 2019; 9:brainsci9090210. [PMID: 31438543 PMCID: PMC6770598 DOI: 10.3390/brainsci9090210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 08/10/2019] [Accepted: 08/19/2019] [Indexed: 11/30/2022] Open
Abstract
Working memory capacity (WMC) varies tremendously among individuals. Here, we investigate the possibility that subjects with high WMC use this limited resource more efficiently by reducing the precision with which they store information in demanding tasks. Task difficulty was increased by (a) presenting more objects to be memorized, (b) informing subjects only after the encoding phase about the relevant objects, and (c) delivering distracting features at retrieval. Precision was assessed by means of a continuous delayed-estimation task, in which object features had to be estimated from memory. High WMC subjects did not show a stronger drop in precision in difficult tasks. Instead, a positive correlation between precision and general WMC emerged. These findings suggest that high WMC subjects do not necessarily trade in quantity for quality when forming working memory (WM) representations under increasing demand. Instead, they seem to be able to devote more cognitive resources to support WM storage.
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23
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Multiple high-reward items can be prioritized in working memory but with greater vulnerability to interference. Atten Percept Psychophys 2018; 80:1731-1743. [PMID: 29968084 DOI: 10.3758/s13414-018-1543-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Emerging literature indicates that working memory and attention interact in determining what is retained over time, though the nature of this relationship and the impacts on performance across different task contexts remain to be mapped. In the present study, four experiments examined whether participants can prioritize one or more high-reward items within a four-item target array for the purposes of an immediate cued recall task, and the extent to which this mediates the disruptive impact of a postdisplay to-be-ignored suffix. All four experiments indicated that endogenous direction of attention toward high-reward items results in their improved recall. Furthermore, increasing the number of high-reward items from one to three (Experiments 1-3) produces no decline in recall performance for those items, while associating each item in an array with a different reward value results in correspondingly graded levels of recall performance (Experiment 4). These results suggest the ability to exert precise voluntary control in the prioritization of multiple targets. However, in line with recent outcomes drawn from serial visual memory, this endogenously driven focus on high-reward items results in greater susceptibility to exogenous suffix interference, relative to low-reward items. This contrasts with outcomes from cueing paradigms, indicating that different methods of attentional direction may not always result in equivalent outcomes on working memory performance.
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24
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Yatziv T, Kessler Y. A two-level hierarchical framework of visual short-term memory. J Vis 2018; 18:2. [PMID: 30193344 DOI: 10.1167/18.9.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Over the last couple of decades, a vast amount of research has been dedicated to understanding the nature and the architecture of visual short-term memory (VSTM), the mechanism by which currently relevant visual information is maintained. According to discrete-capacity models, VSTM is constrained by a limited number of discrete representations held simultaneously. In contrast, shared-resource models regard VSTM as limited in resources, which can be distributed flexibly between varying numbers of representations; and a new interference model posits that capacity is limited by interference among items. In this article, we begin by reviewing benchmark findings regarding the debate over VSTM limitations, focusing on whether VSTM storage is all-or-none and on whether object complexity affects capacity. After that, we put forward a hybrid framework of VSTM architecture, arguing that this system is composed of a two-level hierarchy of memory stores, each containing a different set of representations: (1) perceptual memory, a resourcelike level containing analog automatically formed representations of visual stimuli in varying degrees of activation, and (2) visual working memory, in which a subset of three to four items from perceptual memory are bound to conceptual representations and to their locations, thus conveying discrete (digital/symbolic) information which appears quantized. While perceptual memory has a large capacity and is relatively nonselective, visual working memory is restricted in the number of items that can be maintained simultaneously, and its content is regulated by a gating mechanism.
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Affiliation(s)
- Tal Yatziv
- Department of Psychology and Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Yoav Kessler
- Department of Psychology and Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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25
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Sampedro-Piquero P, Álvarez-Suárez P, Moreno-Fernández RD, García-Castro G, Cuesta M, Begega A. Environmental Enrichment Results in Both Brain Connectivity Efficiency and Selective Improvement in Different Behavioral Tasks. Neuroscience 2018; 388:374-383. [PMID: 30086366 DOI: 10.1016/j.neuroscience.2018.07.036] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 07/19/2018] [Accepted: 07/20/2018] [Indexed: 12/26/2022]
Abstract
Exposure to environmental enrichment (EE) has been a useful model for studying the effects of experience on brain plasticity, but to date, few is known about the impact of this condition on the brain functional networks that probably underlies the multiple behavioral improvements. Hence, we assessed the effect of an EE protocol in adult Wistar rats on the performance in several behavioral tasks testing different domains (Open field (OP): locomotor activity; Elevated-zero maze (EZM): anxiety-related behaviors; 5-choice serial reaction time task (5-CSRTT): attentional processes; 4-arm radial water maze (4-RAWM): spatial memory) in order to check its effectiveness in a wide range of functions. After this, we analyzed the functional brain connectivity underlying each experimental condition through cytochrome C oxidase (COx) histochemistry. Our EE protocol reduced both locomotor activity in the OP and anxiety-related behaviors in the EZM. On the other hand, enriched rats showed more accuracy in the 4-RAWM, whereas 5-CSRTT performance was not significantly ameliorated by EE condition. In relation to COx functional connectivity, we found that EE reduced the number of strong positive correlations both in basal and training conditions, suggesting a modulating effect on specific brain connections. Our results suggest that EE seems to have a selective effect on specific brain regions, such as prefrontal cortex and hippocampus, leading to a more efficient brain connectivity.
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Affiliation(s)
- P Sampedro-Piquero
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Instituto de Investigación Biomédica de Málaga (IBIMA), Facultad de Psicología, Universidad de Málaga, Spain.
| | | | - R D Moreno-Fernández
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Instituto de Investigación Biomédica de Málaga (IBIMA), Facultad de Psicología, Universidad de Málaga, Spain
| | - G García-Castro
- Instituto de Neurociencias del Principado de Asturias INEUROPA, Departamento de Psicología, Facultad de Psicología, Universidad de Oviedo, Spain
| | - M Cuesta
- Instituto de Neurociencias del Principado de Asturias INEUROPA, Departamento de Psicología, Facultad de Psicología, Universidad de Oviedo, Spain
| | - A Begega
- Instituto de Neurociencias del Principado de Asturias INEUROPA, Departamento de Psicología, Facultad de Psicología, Universidad de Oviedo, Spain
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26
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Krefeld-Schwalb A. The Retro-Cue Benefit for Verbal Material and Its Influence on the Probability of Intrusions Under Dual-Task Conditions. Exp Psychol 2018; 65:128-138. [PMID: 29905113 DOI: 10.1027/1618-3169/a000400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
It is well established in the working memory literature, that performance can be improved by cueing attention toward the position of a to-be-tested item, even after that item's presentation. This retro-cue benefit is often characterized as the joint outcome of two different effects: facilitation of recall and memory strengthening at the cued position. While the latter has been mainly explained by increased context-content binding, competing hypotheses exist to explain the facilitation of recall. The present study focuses on two of these hypotheses: the removal of non-cued information and the protection of cued information against interference. I replicate the retro-cue effect for verbal material and provide strong evidence for its protective effect. However, I did not find support for the removal hypothesis. This lack of support follows from two empirical findings: Retro-cueing does not decrease, rather increases the conditional probability of intrusions, and the retro-cue benefit does not interact with memory load.
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27
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Loaiza VM, Souza AS. Is refreshing in working memory impaired in older age? Evidence from the retro-cue paradigm. Ann N Y Acad Sci 2018; 1424:175-189. [PMID: 29635867 DOI: 10.1111/nyas.13623] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Revised: 12/20/2017] [Accepted: 12/31/2017] [Indexed: 11/30/2022]
Abstract
Impairments in refreshing have been suggested as one source of working memory (WM) deficits in older age. Retro-cues provide an important method of investigating this question: a retro-cue guides attention to one WM item, thereby arguably refreshing it and increasing its accessibility compared with a no-cue baseline. In contrast to the refreshing deficit hypothesis, intact retro-cue benefits have been found in older adults. Refreshing, however, is assumed to boost not one but several WM representations when sequentially applied to them. Hence, intact refreshing requires the flexible switching of attention among WM items. So far, it remains an open question whether older adults show this flexibility. Here, we investigated whether older adults can use multiple cues to sequentially refresh WM representations. Younger and older adults completed a continuous-color delayed-estimation task, in which the number of retro-cues (0, 1, or 2) presented during the retention interval was manipulated. The results showed a similar retro-cue benefit for younger and older adults, even in the two-cue condition in which participants had to switch attention between items to refresh representations in WM. These findings suggest that the capacity to use cues to refresh information in visual WM may be preserved with age.
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28
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Bays PM, Taylor R. A neural model of retrospective attention in visual working memory. Cogn Psychol 2017; 100:43-52. [PMID: 29272732 PMCID: PMC5788052 DOI: 10.1016/j.cogpsych.2017.12.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 11/21/2017] [Accepted: 12/13/2017] [Indexed: 10/28/2022]
Abstract
An informative cue that directs attention to one of several items in working memory improves subsequent recall of that item. Here we examine the mechanism of this retro-cue effect using a model of short-term memory based on neural population coding. Our model describes recalled feature values as the output of an optimal decoding of spikes generated by a tuned population of neurons. This neural model provides a better account of human recall data than an influential model that assumes errors can be described as a mixture of normally distributed noise and random guesses. The retro-cue benefit is revealed to be consistent with a higher firing rate of the population encoding the cued versus uncued items, with no difference in tuning specificity. Additionally, a retro-cued item is less likely to be swapped with another item in memory, an effect that can also be explained by greater activity of the underlying population. These results provide a parsimonious account of the effects of retrospective attention on recall and demonstrate a principled method for investigating neural representations with behavioral tasks.
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Affiliation(s)
- Paul M Bays
- University of Cambridge, Department of Psychology, Cambridge CB2 3EB, UK.
| | - Robert Taylor
- University of Cambridge, Department of Psychology, Cambridge CB2 3EB, UK
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29
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Abstract
We investigated whether the representations of different objects are maintained independently in working memory or interact with each other. Observers were shown two sequentially presented orientations and required to reproduce each orientation after a delay. The sequential presentation minimized perceptual interactions so that we could isolate interactions between memory representations per se. We found that similar orientations were repelled from each other whereas dissimilar orientations were attracted to each other. In addition, when one of the items was given greater attentional priority by means of a cue, the representation of the high-priority item was not influenced very much by the orientation of the low-priority item, but the representation of the low-priority item was strongly influenced by the orientation of the high-priority item. This indicates that attention modulates the interactions between working memory representations. In addition, errors in the reported orientations of the two objects were positively correlated under some conditions, suggesting that representations of distinct objects may become grouped together in memory. Together, these results demonstrate that working-memory representations are not independent but instead interact with each other in a manner that depends on attentional priority.
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Affiliation(s)
- Gi-Yeul Bae
- Center for Mind & Brain and Department of Psychology, University of California, Davis, 267 Cousteau Pl, Davis, CA, 95618, USA.
| | - Steven J Luck
- Center for Mind & Brain and Department of Psychology, University of California, Davis, 267 Cousteau Pl, Davis, CA, 95618, USA
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30
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In search of the focus of attention in working memory: 13 years of the retro-cue effect. Atten Percept Psychophys 2017; 78:1839-60. [PMID: 27098647 DOI: 10.3758/s13414-016-1108-5] [Citation(s) in RCA: 212] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The concept of attention has a prominent place in cognitive psychology. Attention can be directed not only to perceptual information, but also to information in working memory (WM). Evidence for an internal focus of attention has come from the retro-cue effect: Performance in tests of visual WM is improved when attention is guided to the test-relevant contents of WM ahead of testing them. The retro-cue paradigm has served as a test bed to empirically investigate the functions and limits of the focus of attention in WM. In this article, we review the growing body of (behavioral) studies on the retro-cue effect. We evaluate the degrees of experimental support for six hypotheses about what causes the retro-cue effect: (1) Attention protects representations from decay, (2) attention prioritizes the selected WM contents for comparison with a probe display, (3) attended representations are strengthened in WM, (4) not-attended representations are removed from WM, (5) a retro-cue to the retrieval target provides a head start for its retrieval before decision making, and (6) attention protects the selected representation from perceptual interference. The extant evidence provides support for the last four of these hypotheses.
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31
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Klink PC, Jeurissen D, Theeuwes J, Denys D, Roelfsema PR. Working memory accuracy for multiple targets is driven by reward expectation and stimulus contrast with different time-courses. Sci Rep 2017; 7:9082. [PMID: 28831072 PMCID: PMC5567292 DOI: 10.1038/s41598-017-08608-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 07/17/2017] [Indexed: 11/25/2022] Open
Abstract
The richness of sensory input dictates that the brain must prioritize and select information for further processing and storage in working memory. Stimulus salience and reward expectations influence this prioritization but their relative contributions and underlying mechanisms are poorly understood. Here we investigate how the quality of working memory for multiple stimuli is determined by priority during encoding and later memory phases. Selective attention could, for instance, act as the primary gating mechanism when stimuli are still visible. Alternatively, observers might still be able to shift priorities across memories during maintenance or retrieval. To distinguish between these possibilities, we investigated how and when reward cues determine working memory accuracy and found that they were only effective during memory encoding. Previously learned, but currently non-predictive, color-reward associations had a similar influence, which gradually weakened without reinforcement. Finally, we show that bottom-up salience, manipulated through varying stimulus contrast, influences memory accuracy during encoding with a fundamentally different time-course than top-down reward cues. While reward-based effects required long stimulus presentation, the influence of contrast was strongest with brief presentations. Our results demonstrate how memory resources are distributed over memory targets and implicates selective attention as a main gating mechanism between sensory and memory systems.
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Affiliation(s)
- P Christiaan Klink
- Vision & Cognition, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts & Sciences, Amsterdam, The Netherlands.
- Neuromodulation & Behaviour, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts & Sciences, Amsterdam, The Netherlands.
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
- Department of Integrative Neurophysiology, Centre for Neurogenomics and Cognitive Research, VU University, Amsterdam, The Netherlands.
| | - Danique Jeurissen
- Vision & Cognition, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts & Sciences, Amsterdam, The Netherlands
- Department of Neuroscience, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
| | - Jan Theeuwes
- Cognitive Psychology, VU University, Amsterdam, The Netherlands
| | - Damiaan Denys
- Neuromodulation & Behaviour, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts & Sciences, Amsterdam, The Netherlands
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Pieter R Roelfsema
- Vision & Cognition, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts & Sciences, Amsterdam, The Netherlands
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Department of Integrative Neurophysiology, Centre for Neurogenomics and Cognitive Research, VU University, Amsterdam, The Netherlands
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Myers NE, Stokes MG, Nobre AC. Prioritizing Information during Working Memory: Beyond Sustained Internal Attention. Trends Cogn Sci 2017; 21:449-461. [PMID: 28454719 DOI: 10.1016/j.tics.2017.03.010] [Citation(s) in RCA: 206] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 03/17/2017] [Accepted: 03/28/2017] [Indexed: 12/21/2022]
Abstract
Working memory (WM) has limited capacity. This leaves attention with the important role of allowing into storage only the most relevant information. It is increasingly evident that attention is equally crucial for prioritizing representations within WM as the importance of individual items changes. Retrospective prioritization has been proposed to result from a focus of internal attention highlighting one of several representations. Here, we suggest an updated model, in which prioritization acts in multiple steps: first orienting towards and selecting a memory, and then reconfiguring its representational state in the service of upcoming task demands. Reconfiguration sets up an optimized perception-action mapping, obviating the need for sustained attention. This view is consistent with recent literature, makes testable predictions, and links WM with task switching and action preparation.
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Affiliation(s)
- Nicholas E Myers
- Oxford Centre for Human Brain Activity, Oxford University, Oxford, UK; Department of Experimental Psychology, Oxford University, Oxford, UK.
| | - Mark G Stokes
- Oxford Centre for Human Brain Activity, Oxford University, Oxford, UK; Department of Experimental Psychology, Oxford University, Oxford, UK
| | - Anna C Nobre
- Oxford Centre for Human Brain Activity, Oxford University, Oxford, UK; Department of Experimental Psychology, Oxford University, Oxford, UK.
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Ye C, Hu Z, Ristaniemi T, Gendron M, Liu Q. Retro-dimension-cue benefit in visual working memory. Sci Rep 2016; 6:35573. [PMID: 27774983 PMCID: PMC5075867 DOI: 10.1038/srep35573] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 09/13/2016] [Indexed: 11/29/2022] Open
Abstract
In visual working memory (VWM) tasks, participants’ performance can be improved by a retro-object-cue. However, previous studies have not investigated whether participants’ performance can also be improved by a retro-dimension-cue. Three experiments investigated this issue. We used a recall task with a retro-dimension-cue in all experiments. In Experiment 1, we found benefits from retro-dimension-cues compared to neutral cues. This retro-dimension-cue benefit is reflected in an increased probability of reporting the target, but not in the probability of reporting the non-target, as well as increased precision with which this item is remembered. Experiment 2 replicated the retro-dimension-cue benefit and showed that the length of the blank interval after the cue disappeared did not influence recall performance. Experiment 3 replicated the results of Experiment 2 with a lower memory load. Our studies provide evidence that there is a robust retro-dimension-cue benefit in VWM. Participants can use internal attention to flexibly allocate cognitive resources to a particular dimension of memory representations. The results also support the feature-based storing hypothesis.
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Affiliation(s)
- Chaoxiong Ye
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, 116029, China.,Department of Computer Science and Information Systems, University of Jyväskylä, Jyväskylä, 40014, Finland
| | - Zhonghua Hu
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, 116029, China
| | - Tapani Ristaniemi
- Department of Mathematical Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland
| | - Maria Gendron
- Interdisciplinary Affective Science Laboratory, Northeastern University, Boston, MA, 02115, USA
| | - Qiang Liu
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, 116029, China.,Key Laboratory for NeuroInformation of Ministry of Education, University of Electronic Science and Technology of China, Chengdu, 610054, China
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Wildegger T, Humphreys G, Nobre AC. Retrospective Attention Interacts with Stimulus Strength to Shape Working Memory Performance. PLoS One 2016; 11:e0164174. [PMID: 27706240 PMCID: PMC5051714 DOI: 10.1371/journal.pone.0164174] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Accepted: 09/21/2016] [Indexed: 11/23/2022] Open
Abstract
Orienting attention retrospectively to selective contents in working memory (WM) influences performance. A separate line of research has shown that stimulus strength shapes perceptual representations. There is little research on how stimulus strength during encoding shapes WM performance, and how effects of retrospective orienting might vary with changes in stimulus strength. We explore these questions in three experiments using a continuous-recall WM task. In Experiment 1 we show that benefits of cueing spatial attention retrospectively during WM maintenance (retrocueing) varies according to stimulus contrast during encoding. Retrocueing effects emerge for supraliminal but not sub-threshold stimuli. However, once stimuli are supraliminal, performance is no longer influenced by stimulus contrast. In Experiments 2 and 3 we used a mixture-model approach to examine how different sources of error in WM are affected by contrast and retrocueing. For high-contrast stimuli (Experiment 2), retrocues increased the precision of successfully remembered items. For low-contrast stimuli (Experiment 3), retrocues decreased the probability of mistaking a target with distracters. These results suggest that the processes by which retrospective attentional orienting shape WM performance are dependent on the quality of WM representations, which in turn depends on stimulus strength during encoding.
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Affiliation(s)
- Theresa Wildegger
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, University of Oxford, Oxford, United Kingdom
| | - Glyn Humphreys
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Anna C. Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, University of Oxford, Oxford, United Kingdom
- * E-mail:
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Reaves S, Strunk J, Phillips S, Verhaeghen P, Duarte A. The lasting memory enhancements of retrospective attention. Brain Res 2016; 1642:226-237. [PMID: 27038756 DOI: 10.1016/j.brainres.2016.03.048] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 03/26/2016] [Accepted: 03/29/2016] [Indexed: 10/22/2022]
Abstract
Behavioral research has shown that spatial cues that orient attention toward task relevant items being maintained in visual short-term memory (VSTM) enhance item memory accuracy. However, it is unknown if these retrospective attentional cues ("retro-cues") enhance memory beyond typical short-term memory delays. It is also unknown whether retro-cues affect the spatial information associated with VSTM representations. Emerging evidence suggests that processes that affect short-term memory maintenance may also affect long-term memory (LTM) but little work has investigated the role of attention in LTM. In the current event-related potential (ERP) study, we investigated the duration of retrospective attention effects and the impact of retrospective attention manipulations on VSTM representations. Results revealed that retro-cueing improved both VSTM and LTM memory accuracy and that posterior maximal ERPs observed during VSTM maintenance predicted subsequent LTM performance. N2pc ERPs associated with attentional selection were attenuated by retro-cueing suggesting that retrospective attention may disrupt maintenance of spatial configural information in VSTM. Collectively, these findings suggest that retrospective attention can alter the structure of memory representations, which impacts memory performance beyond short-term memory delays.
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Affiliation(s)
- Sarah Reaves
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA.
| | - Jonathan Strunk
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA
| | | | - Paul Verhaeghen
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA
| | - Audrey Duarte
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA
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