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A MATAB toolbox for modeling visual working memory
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visionlab/MemToolbox
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MemToolbox 1.0.0. 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 a BSD license and is freely available. If you wish to acknowledge use of this software when you publish your research, you might say something like, "Data analysis was performed using the MemToolbox (Suchow, Brady, Fougnie, & Alvarez, 2013; memtoolbox.org)." and then cite: Suchow, J. W., Brady, T. F., Fougnie, D., & Alvarez, G. A. (2013). Modeling visual working memory with the MemToolbox. Journal of Vision, 13(10):9, 1–8. doi:10.1167/13.10.9. The MemToolbox uses semantic versioning (http://semver.org/). Contents: MemFit.m - a general purpose fitting tool Setup.m - adds the toolbox and its subfolders to the path MemTutorial - a walkthrough of the toolbox MemModels - models of working memory from the literature MemData - real and simulated data sets MemFitting - tools to fit models to data MemModelComparison - tools to compare the ability of models to fit the data MemPlots - visualization tools MemExperiments - experiment scripts MemUtilities - internal helper functions MemTests - scripts that test toolbox functionality GeneralHelpers - helper functions that might be useful elsewhere paper.pdf - a high-level overview of the toolbox LICENSE - the terms under which this toolbox is licensed (BSD) README - chances are you've figured this out by now Contents - a list very much like this one Dependencies: 1. The Statistics Toolbox (http://www.mathworks.com/products/statistics/) is needed for all of the major functionality of the toolbox. 2. The Psychophysics Toolbox (http://psychtoolbox.org) is needed only for the experiment scripts in MemExperiments.
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