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SOS: Stochastic Optimization of Stimuli

Supplemental Materials for the SOS Article. Download and Install SOS. Note: This user manual is intended as a supplement to the information presented in the SOS article. The characteristics of stimuli used in an experiment critically determine the theoretical questions it can address. Yet, there is relatively little methodological sophistication in how researchers select optimal sets of items, and most researchers still carry out this process by hand.

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SOS: Stochastic Optimization of Stimuli | sos.cnbc.cmu.edu Reviews

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Supplemental Materials for the SOS Article. Download and Install SOS. Note: This user manual is intended as a supplement to the information presented in the SOS article. The characteristics of stimuli used in an experiment critically determine the theoretical questions it can address. Yet, there is relatively little methodological sophistication in how researchers select optimal sets of items, and most researchers still carry out this process by hand.

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1 the sos article

2 acknowledgements

3 users

4 run sos

5 example scripts

6 frequently asked questions

7 screenshots

8 command

9 reference

10 advanced users

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SOS: Stochastic Optimization of Stimuli | sos.cnbc.cmu.edu Reviews

https://sos.cnbc.cmu.edu

Supplemental Materials for the SOS Article. Download and Install SOS. Note: This user manual is intended as a supplement to the information presented in the SOS article. The characteristics of stimuli used in an experiment critically determine the theoretical questions it can address. Yet, there is relatively little methodological sophistication in how researchers select optimal sets of items, and most researchers still carry out this process by hand.

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sos.cnbc.cmu.edu

1

SOS: Stochastic Optimization of Stimuli

http://www.sos.cnbc.cmu.edu/commands.html

Below, we list the commands that are available in SOS. These commands may be entered on the command line instead of accessed via the GUI. For first-time users of SOS, it is probably beneficial to use the GUI to create your first optimization and record the output that the GUI produces on the console, which lists each of these commands. The commands can then be stored and edited in a text editor. The source code also provides additional detailed documentation related to the commands below. Param/logical-v...

2

SOS: Stochastic Optimization of Stimuli

http://www.sos.cnbc.cmu.edu/version.html

Version information is provided below. Both the current version and older versions of the software may be downloaded. Improved standalone binary version for linux. Blair Armstrong, Christine Watson, David Plaut, 2011-2012.

3

SOS: Stochastic Optimization of Stimuli

http://www.sos.cnbc.cmu.edu/screenshots.html

SOS Console Output and Graphical Interface. Creating a Greedy/Stochastic Optimization. Creating a (Soft) One-Sample Distance Constraint. Creating a (Soft) Entropy Constraint. Calculate the Number of Steps. Blair Armstrong, Christine Watson, David Plaut, 2011-2012.

4

SOS: Stochastic Optimization of Stimuli

http://www.sos.cnbc.cmu.edu/advanced.html

Run Optimizations in Parallel. Calculate overlap across a set of samples. Lock a subset of items in a set. Running optimizations in parallel within MATLAB. Matlabpool % starts parallel computing. Outcomes = []; % records whether the optimization ended because critteria were met. Ind = []; % the index of the current optimization. NSim = 10; % the number of optimizations to run. Parfor 1:nSim %include your script within this loop. S1 = sample(100, 'name','s1','outFile',outFile);. Disp('Percent of cases tha...

5

SOS: Stochastic Optimization of Stimuli

http://www.sos.cnbc.cmu.edu/source.html

A detailed overview of the source code is available in ./manual/src-doc. Blair Armstrong, Christine Watson, David Plaut, 2011-2012.

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wiki.cnbc.cmu.edu

Code - The CNBC Wiki

http://wiki.cnbc.cmu.edu/Code

From The CNBC Wiki. Various bits of code that might help you run or analyze an experiment. Also see our Resources. Zip archive) is a random collection of routines written by Michael Tarr to work with PsychToolbox. The key routine is readdata which makes reading in text files somewhat less painful. Now includes an improved readdata routine (v 1.3). And as a zip file. Code and manual for: Armstrong, B. C., Watson, C. E., and Plaut, D. C. (2012) SOS! Zipped tar archive). I recommend putting these man pa...

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SOS: Stochastic Optimization of Stimuli

Supplemental Materials for the SOS Article. Download and Install SOS. Note: This user manual is intended as a supplement to the information presented in the SOS article. The characteristics of stimuli used in an experiment critically determine the theoretical questions it can address. Yet, there is relatively little methodological sophistication in how researchers select optimal sets of items, and most researchers still carry out this process by hand.

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