A probabilistic model of visual working memory: Incorporating higher order regularities into working memory capacity estimates.

TF Brady, JB Tenenbaum - Psychological review, 2013 - psycnet.apa.org
… assess visual working memory capacity, we used displays where the items to be remembered
were not simply colored squares in random locations but also exhibited some higher order

Compression in visual working memory: using statistical regularities to form more efficient memory representations.

TF Brady, T Konkle, GA Alvarez - Journal of Experimental …, 2009 - psycnet.apa.org
… system, it should be able to take advantage of statistical regularities in the input in order to …
have a fixed working memory capacity when measured in bits. We can estimate the amount of …

Real-world spatial regularities affect visual working memory for objects

D Kaiser, T Stein, MV Peelen - Psychonomic Bulletin & Review, 2015 - Springer
… such real-world spatial regularities affect working memory capacity for individual objects. …
visual working memory performance for objects positioned according to real-world regularities, …

No evidence for a fixed object limit in working memory: Spatial ensemble representations inflate estimates of working memory capacity for complex objects.

TF Brady, GA Alvarez - … Psychology: Learning, Memory, and …, 2015 - psycnet.apa.org
… In order for visual working memory performance for all display types to be described in
terms of a fixed limit of any kind—slots, chunks, or information—the field requires more …

What is working memory capacity, and how can we measure it?

O Wilhelm, A Hildebrandt, K Oberauer - Frontiers in psychology, 2013 - frontiersin.org
regularitiesorder to overcome possible drawbacks due to these violated assumptions and
investigate the robustness of the results we will also report bootstrapped parameter estimates

Adaptive allocation of human visual working memory capacity during statistical and categorical learning

CJ Bates, RA Lerch, CR Sims, RA Jacobs - Journal of vision, 2019 - jov.arvojournals.org
… VWM capacity based on two factors: (a) the statistical regularities … we are interested in
estimating peoples' VWM capacity, their … If VWM adapts to the stimulus statistics in order to improve …

Visual working memory represents a fixed number of items regardless of complexity

E Awh, B Barton, EK Vogel - Psychological science, 2007 - journals.sagepub.com
… that were maintained in working memory. Accordingly, when sample-test similarity was low,
capacity estimates for even the most complex objects were equivalent to the estimate for the …

[图书][B] Working memory capacity

N Cowan - 2012 - taylorfrancis.com
… such evidence to establish regularities or laws of planetary … would tend to inflate our estimates
of the capacity of the focus of … Do we obtain these numerical facts in order to explain them? …

[PDF][PDF] Encoding higher-order structure in visual working memory: A probabilistic model

T Brady, J Tenebaum - Proceedings of the Annual Meeting of the …, 2010 - escholarship.org
… to estimate visual working memory capacity, generally assume people represent no higher-order
… However, when the displays do have higher-order regularities or ’gist’, our model uses …

When “capacity” changes with set size: Ensemble representations support the detection of across-category changes in visual working memory

MW Schurgin, TF Brady - Journal of Vision, 2019 - jov.arvojournals.org
order to evaluate the potential utilization of ensemble representations affecting working memory
capacity estimates, … obey the regularities required of this model, such as a fixed capacity