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 …
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.
… 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 …
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
… such real-world spatial regularities affect working memory capacity for individual objects. …
visual working memory performance for objects positioned according to real-world regularities, …
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 …
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?
… regularities … order to overcome possible drawbacks due to these violated assumptions and
investigate the robustness of the results we will also report bootstrapped parameter estimates …
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
… 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 …
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
… 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 …
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? …
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 …
… 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 …
capacity estimates, … obey the regularities required of this model, such as a fixed capacity …
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