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RESOURCES

Software

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MATJAGS: a Matlab interface for JAGS

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Matlab Topic Modeling toolbox

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Dijkstra with heaps. program code in Matlab

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REM simulation software: program code in C.

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Nonmetric Multidimensional Scaling (MDS) software: Matlab Code

Datasets

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Steyvers, M., Shiffrin, R.M., & Nelson, D.L. (2004). Word Association Spaces for Predicting Semantic Similarity Effects in Episodic Memory. In A. Healy (Ed.), Experimental Cognitive Psychology and its Applications. 

README
Matlab file for big SVD solution (5018 words)
Matlab file for small SVD solution (2500 words)
Matlab file for small MDS solution (2500 words)

 

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Steyvers, M., & Malmberg, K. (2003). The effect of normative context variability on recognition memory. Journal of Experimental Psychology: Learning, Memory, & Cognition, 29(5), 760-766.
Excel file with word and sample frequency counts for 26414 selected
words from TASA corpus

 

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Goldstone, R.L., & Steyvers, M. (2001). The sensitization and differentiation of dimensions during category learning. Journal of Experimental Psychology, General, 130. 116-139.
(for software to create images as in Figure 1, download this example software in C)

All BMP images of the 4 x 4 grid in Figure 1

A zipped package of all original BMP files with line files, including C program to create 10 x 10 grid of Figure 1. Also includes all the resulting BMP files of the 10 x 10 grid. See the README file for instructions.

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Steyvers, M., & Busey, T. (2000). Predicting Similarity Ratings to Faces using Physical Descriptions. In M. Wenger, & J. Townsend (Eds.), Computational, geometric, and process perspectives on facial cognition: Contexts and challenges. Lawrence Erlbaum Associates.

Set of all 60 faces (BMP format) plus geometric distances

Matrix of dissimilarity ratings to all 60 faces. Higher numbers --> more dissimilar. All ratings were z-transformed for each individual subject before averaging.

Lab website

http://psiexp.ss.uci.edu/research/madlab.htm

Collaborators

Scott Brown, University of Newcastle, Australia
Michael Lee, University of California, Irvine
Rob Goldstone, Indiana University
Tom Griffiths, University of California, Berkeley
Peter Grunwald, CWI
Ken Malmberg, University of South Florida
Rich Shiffrin, Indiana University
Padhraic Smyth, University of California, Irvine
Josh Tenenbaum, Massachusetts Institute of Technology
Eric-Jan Wagenmakers, University of Amsterdam

Pictures

Jackson Hole, AIC, 2004
Death Valley, 2004