Modeling visual working memory with the MemToolbox

Jordan W. Suchow; Timothy F. Brady; Daryl Fougnie; George A. Alvarez

doi:10.1167/13.10.9

Modeling visual working memory with the MemToolbox

Jordan W. Suchow, Timothy F. Brady, Daryl Fougnie, George A. Alvarez

Psychology

Research output: Contribution to journal › Article › peer-review

Abstract

The MemToolbox is a collection of MATLAB functions for modeling visual working memory. In support of its goal to provide a full suite of data analysis tools, the toolbox includes implementations of popular models of visual working memory, real and simulated data sets, Bayesian and maximum likelihood estimation procedures for fitting models to data, visualizations of data and fit, validation routines, model comparison metrics, and experiment scripts. The MemToolbox is released under the permissive BSD license and is available at http://memtoolbox.org.

Original language	English (US)
Article number	9
Journal	Journal of vision
Volume	13
Issue number	10
DOIs	https://doi.org/10.1167/13.10.9
State	Published - 2013

Keywords

Mixture models
Model comparison
Visual working memory

ASJC Scopus subject areas

Ophthalmology
Sensory Systems

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10.1167/13.10.9

Cite this

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Modeling visual working memory with the MemToolbox

Abstract

Keywords

ASJC Scopus subject areas

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