Modeling visual working memory with the MemToolbox

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

Research output: Contribution to journalArticle

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 languageEnglish (US)
Article number9
JournalJournal of Vision
Volume13
Issue number10
DOIs
StatePublished - Oct 29 2013

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Keywords

  • Mixture models
  • Model comparison
  • Visual working memory

ASJC Scopus subject areas

  • Ophthalmology
  • Sensory Systems

Cite this

Modeling visual working memory with the MemToolbox. / Suchow, Jordan W.; Brady, Timothy F.; Fougnie, Daryl; Alvarez, George A.

In: Journal of Vision, Vol. 13, No. 10, 9, 29.10.2013.

Research output: Contribution to journalArticle

Suchow, Jordan W. ; Brady, Timothy F. ; Fougnie, Daryl ; Alvarez, George A. / Modeling visual working memory with the MemToolbox. In: Journal of Vision. 2013 ; Vol. 13, No. 10.
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