scholarly journals Seeing Both the Forest and the Trees: Distinct Resolution of Hierarchical Representations in Visual Working Memory

2019 ◽  
Author(s):  
Tina Tong Liu ◽  
Zhongting Chen ◽  
Matt Oxner ◽  
Wanying Wang ◽  
Yixuan Ku ◽  
...  

The capacity limit in visual working memory (VWM) has been well established, but the way in which it is limited remains under debate. For example, an item limit was proposed by the discrete slot models whereas a flexible allocation of information was suggested by the flexible resource models. Despite the discrepancies on the nature of VWM capacity limit, both models assume that items are processed independently. Recent evidence, however, revealed that VWM is hierarchically structured. Given that an item can be represented both at the ensemble and the item level, existing measures of VWM capacity cannot distinguish between them. To separately measure an item at both ensemble and item levels, we designed a novel paradigm by combining the continuous report paradigm with a categorical judgement task. In the present series of four experiments, we found that participants’ performance at the ensemble and the item level was differentially affected by the layout and the number of objects in the display. Similarly, hierarchical Bayesian models fit to the empirical data suggest distinct effects of layout and set size on ensemble and item representations, respectively. Moreover, separating ensemble from item representations further allowed us to address their relationship and we uncovered a surprising possibility of independence between these two levels of representations. Taken together, the present dissociation and the demonstration of independence suggest distinct mechanisms of item and ensemble processing, which further sheds light on the nature and structure of representations in VWM.

2001 ◽  
Vol 24 (1) ◽  
pp. 139-141 ◽  
Author(s):  
Antonino Raffone ◽  
Gezinus Wolters ◽  
Jacob M. Murre

We suggest a neurophysiological account of the short-term memory capacity limit based on a model of visual working memory (Raffone & Wolters, in press). Simulations have revealed a critical capacity limit of about four independent patterns. The model mechanisms may be applicable to working memory in general and they allow a reinterpretation of some of the issues discussed by Cowan.


2020 ◽  
Vol 4 (Supplement_2) ◽  
pp. 98-98
Author(s):  
Corinne Cannavale ◽  
Caitlyn Edwards ◽  
Ruyu Liu ◽  
Samantha Iwinski ◽  
Anne Walk ◽  
...  

Abstract Objectives Carotenoids are plant pigments known to deposit in neural tissues including the hippocampus, a brain substrate that supports several memory forms. However, there is a dearth of knowledge regarding carotenoid status and working memory function in children. Accordingly, this study aimed to understand the relationship between macular and skin carotenoids to visual and auditory working memory (WM) function. Methods Seventy preadolescent children (7–12 years, 32 males) were recruited from the East-Central Illinois area. Auditory working memory was assessed using the story recall subtest of the Woodcock-Johnson IV Test of Cognitive Abilities. A subsample (N = 61, 27 males) completed a visual working memory task and reaction time was quantified to determine speed of memory processing at set sizes of 1 to 4 items. Macular pigment optical density (MPOD) was assessed using customized heterochromatic flicker photometry. Skin carotenoids were assessed using reflection spectroscopy (Veggie Meter). Hierarchical linear regressions were conducted to assess the relationship between carotenoid status and WM function, while controlling for age, sex, income, and whole-body % fat (DXA). Results Auditory WM was positively associated with skin carotenoids (b = 0.263, P = 0.039) but not MPOD (b = −0.044, P = 0.380). In contrast, MPOD was significantly associated with faster visual WM speed at set size 3 (b = −0.253, P = 0.039) and trending at set sizes of 1 (b = −0.225, P = 0.051), 2 (b = −0.171, P = 0.121), and 4 (b = −0.230, P = 0.055). Interestingly, skin carotenoids were not related to visual WM performance at either set size (all P’s > 0.300). Conclusions These results indicate that auditory and visual WM may be differentially related to carotenoids. While skin carotenoids encompass all carotenoids consumed in diet, lutein and zeaxanthin are the only carotenoids which deposit in the macula. Given that MPOD was only related to visual WM, this suggests lutein plays a larger role in these neural functions relative to auditory WM. Interestingly, MPOD's relationship with visual WM increased in strength with the more difficult trial type (i.e., increasing set size), indicating MPOD is related at higher levels of WM capacity. Funding Sources This study was funded by the Egg Nutrition Center.


2020 ◽  
Vol 20 (11) ◽  
pp. 351
Author(s):  
Vladislav Khvostov ◽  
Igor Utochkin ◽  
Timothy Brady

2019 ◽  
Author(s):  
Jasper E. Hajonides ◽  
Freek van Ede ◽  
Mark G. Stokes ◽  
Anna C. Nobre

AbstractSelective attention can be directed not only to external sensory inputs, but also to internal sensory representations held within visual working memory (VWM). To date, this has been studied predominantly following retrospective cues directing attention to particular items, or their locations in memory. In addition to item-level attentional prioritisation, recent studies have shown that selectively attending to feature dimensions in VWM can also improve memory recall performance. However, no study to date has directly compared item-based and feature-based attention in VWM, nor their neural bases. Here, we compared the benefits of retrospective cues (retro-cues) that were directed either at a multi-feature item or at a feature-dimension that was shared between two spatially segregated items. Behavioural results revealed qualitatively similar attentional benefits in both recall accuracy and response time, but also showed that cueing benefits were larger following item cues. Concurrent EEG measurements further revealed a similar attenuation of posterior alpha oscillations following both item and feature retro-cues when compared to non-informative, neutral retro-cues. We argue that attention can act flexibly to prioritise the most relevant information – at either the item or the feature-level – to optimise ensuing memory-based task performance, and we discuss the implications of the observed commonalities and differences between item-level and feature-level prioritisation in VWM.


PLoS ONE ◽  
2016 ◽  
Vol 11 (11) ◽  
pp. e0167022 ◽  
Author(s):  
Gennadiy Gurariy ◽  
Kyle W. Killebrew ◽  
Marian E. Berryhill ◽  
Gideon P. Caplovitz

2021 ◽  
Author(s):  
Cherie Zhou ◽  
Monicque M. Lorist ◽  
Sebastiaan Mathot

Recent studies on visual working memory (VWM) have shown that visual information can be stored in VWM as continuous (e.g., a specific shade of red) as well as categorical representations (e.g., the general category red). It has been widely assumed, yet never directly tested, that continuous representations require more VWM mental effort than categorical representations; given limited VWM capacity, this would mean that fewer continuous, as compared to categorical, representations can be maintained simultaneously. We tested this assumption by measuring pupil size, as a proxy for mental effort, in a delayed estimation task. Participants memorized one to four ambiguous (boundaries between adjacent color categories) or prototypical colors to encourage continuous or categorical representations, respectively; after a delay, a probe indicated the location of the to-be-reported color. We found that, for set size 1, pupil size was larger while maintaining ambiguous as compared to prototypical colors, but without any difference in memory precision; this suggests that participants relied on an effortful continuous representation to maintain a single ambiguous color, thus resulting in pupil dilation while preserving precision. In contrast, for set size 2 and higher, pupil size was equally large while maintaining ambiguous and prototypical colors, but memory precision was now substantially reduced for ambiguous colors; this suggests that participants now also relied on categorical representations for ambiguous colors (which are by definition a poor fit to any category), thus reducing memory precision but not resulting in pupil dilation. Taken together, our results suggest that continuous representations are more effortful than categorical representations, and that very few continuous representations (perhaps only one) can be maintained simultaneously.


2019 ◽  
Vol 19 (10) ◽  
pp. 134a
Author(s):  
Chaipat Chunharas ◽  
Timothy F Brady

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