<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article  PUBLIC '-//OASIS//DTD DocBook XML V4.4//EN'  'http://www.docbook.org/xml/4.4/docbookx.dtd'><article><articleinfo><title>stimdatabases</title><revhistory><revision><revnumber>107</revnumber><date>2024-05-01 12:38:46</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>106</revnumber><date>2022-08-05 14:44:07</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>105</revnumber><date>2022-08-05 14:43:29</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>104</revnumber><date>2022-08-05 14:06:55</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>103</revnumber><date>2022-02-09 13:21:45</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>102</revnumber><date>2021-12-06 13:12:45</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>101</revnumber><date>2021-12-06 13:12:20</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>100</revnumber><date>2020-06-02 12:10:02</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>99</revnumber><date>2020-06-02 12:09:44</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>98</revnumber><date>2020-06-02 12:09:19</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>97</revnumber><date>2020-06-02 11:15:47</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>96</revnumber><date>2018-10-26 10:31:24</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>95</revnumber><date>2018-10-26 10:27:50</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>94</revnumber><date>2018-06-08 14:58:52</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>93</revnumber><date>2018-06-08 14:58:36</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>92</revnumber><date>2017-04-11 13:00:00</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>91</revnumber><date>2017-04-11 12:57:17</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>90</revnumber><date>2017-04-11 12:56:34</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>89</revnumber><date>2017-04-11 12:55:14</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>88</revnumber><date>2017-04-11 12:53:40</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>87</revnumber><date>2017-04-10 14:25:21</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>86</revnumber><date>2017-04-10 14:24:23</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>85</revnumber><date>2017-04-10 10:12:26</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>84</revnumber><date>2017-04-10 10:11:16</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>83</revnumber><date>2017-04-10 10:10:35</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>82</revnumber><date>2017-04-10 10:09:19</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>81</revnumber><date>2017-04-10 10:06:44</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>80</revnumber><date>2016-10-17 13:43:44</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>79</revnumber><date>2016-10-17 13:43:08</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>78</revnumber><date>2016-04-12 10:18:32</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>77</revnumber><date>2014-09-12 12:34:39</date><authorinitials>MaartenVanCasteren</authorinitials></revision><revision><revnumber>76</revnumber><date>2014-09-12 12:33:35</date><authorinitials>MaartenVanCasteren</authorinitials></revision><revision><revnumber>75</revnumber><date>2014-09-12 12:32:05</date><authorinitials>MaartenVanCasteren</authorinitials></revision><revision><revnumber>74</revnumber><date>2014-06-30 14:29:28</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>73</revnumber><date>2014-06-30 14:28:37</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>72</revnumber><date>2014-06-30 14:24:45</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>71</revnumber><date>2014-06-30 14:23:09</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>70</revnumber><date>2014-06-30 14:22:54</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>69</revnumber><date>2014-06-30 14:22:31</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>68</revnumber><date>2013-09-05 16:10:30</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>67</revnumber><date>2013-04-05 13:50:44</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>66</revnumber><date>2013-04-05 11:34:49</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>65</revnumber><date>2013-03-27 15:46:59</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>64</revnumber><date>2013-03-27 15:46:42</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>63</revnumber><date>2013-03-27 12:49:04</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>62</revnumber><date>2013-03-27 12:48:40</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>61</revnumber><date>2013-03-13 18:13:42</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>60</revnumber><date>2013-03-13 18:13:06</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>59</revnumber><date>2013-03-13 18:11:54</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>58</revnumber><date>2013-03-13 18:11:22</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>57</revnumber><date>2013-03-13 18:10:16</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>56</revnumber><date>2013-03-08 10:28:25</date><authorinitials>localhost</authorinitials><revremark>converted to 1.6 markup</revremark></revision><revision><revnumber>55</revnumber><date>2013-02-04 14:57:21</date><authorinitials>OlafHauk</authorinitials></revision><revision><revnumber>54</revnumber><date>2012-07-20 09:58:33</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>53</revnumber><date>2012-07-20 09:57:04</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>52</revnumber><date>2012-05-09 17:05:40</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>51</revnumber><date>2012-04-16 16:17:18</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>50</revnumber><date>2012-04-16 16:16:02</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>49</revnumber><date>2011-10-03 14:05:03</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>48</revnumber><date>2011-09-13 14:36:04</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>47</revnumber><date>2011-05-17 16:45:25</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>46</revnumber><date>2011-05-17 16:44:58</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>45</revnumber><date>2011-04-27 18:04:54</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>44</revnumber><date>2011-04-14 17:20:37</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>43</revnumber><date>2011-02-10 10:29:50</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>42</revnumber><date>2011-01-28 12:41:35</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>41</revnumber><date>2011-01-26 12:01:15</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>40</revnumber><date>2011-01-26 12:00:03</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>39</revnumber><date>2011-01-14 17:08:22</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>38</revnumber><date>2010-11-04 18:31:37</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>37</revnumber><date>2010-11-04 15:00:02</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>36</revnumber><date>2010-11-04 14:05:20</date><authorinitials>DennisNorris</authorinitials></revision><revision><revnumber>35</revnumber><date>2010-11-04 13:24:13</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>34</revnumber><date>2010-11-04 13:07:26</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>33</revnumber><date>2010-11-04 12:16:17</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>32</revnumber><date>2010-11-04 12:10:43</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>31</revnumber><date>2010-11-04 12:07:55</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>30</revnumber><date>2010-11-04 12:05:51</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>29</revnumber><date>2010-11-04 11:35:40</date><authorinitials>DennisNorris</authorinitials></revision><revision><revnumber>28</revnumber><date>2010-11-04 11:31:24</date><authorinitials>DennisNorris</authorinitials></revision><revision><revnumber>27</revnumber><date>2010-11-03 19:49:56</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>26</revnumber><date>2010-11-03 19:48:50</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>25</revnumber><date>2010-11-03 19:41:52</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>24</revnumber><date>2010-11-03 19:38:26</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>23</revnumber><date>2010-11-03 19:32:31</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>22</revnumber><date>2010-11-03 18:53:57</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>21</revnumber><date>2010-11-03 18:49:53</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>20</revnumber><date>2010-11-03 18:41:20</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>19</revnumber><date>2010-11-03 18:21:10</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>18</revnumber><date>2010-11-03 18:12:51</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>17</revnumber><date>2010-11-03 18:05:11</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>16</revnumber><date>2010-11-03 17:48:39</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>15</revnumber><date>2010-11-03 17:46:30</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>14</revnumber><date>2010-11-03 17:32:23</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>13</revnumber><date>2010-11-03 17:31:17</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>12</revnumber><date>2010-11-03 17:20:14</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>11</revnumber><date>2010-11-03 17:15:26</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>10</revnumber><date>2010-11-03 17:13:46</date><authorinitials>RhodriCusack</authorinitials></revision><revision><revnumber>9</revnumber><date>2010-11-03 16:37:25</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>8</revnumber><date>2010-11-03 16:33:18</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>7</revnumber><date>2010-11-03 16:30:50</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>6</revnumber><date>2010-11-03 16:28:26</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>5</revnumber><date>2010-11-03 15:53:45</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>4</revnumber><date>2010-11-03 15:51:26</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>3</revnumber><date>2010-11-03 15:50:01</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>2</revnumber><date>2010-11-03 15:43:10</date><authorinitials>YaaraErez</authorinitials></revision><revision><revnumber>1</revnumber><date>2010-11-03 15:30:06</date><authorinitials>YaaraErez</authorinitials></revision></revhistory></articleinfo><section><title>Resources for Stimulus Selection, Evaluation and Other Tools</title><para>This page provides links to databases or other web-sites which may be useful for the selection, evaluation or manipulation of stimulus material. There is a separate page for <ulink url="http://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasets">open datasets</ulink>. </para><para> Here, you will find information on </para><itemizedlist><listitem><para><emphasis role="strong"><link linkend="General">General Issues</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="Neuroimaging">Neuroimaging</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="WordRecognition">Language, Word Recognition</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="PicturesObjects">Movies, Pictures and Objects</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="EmotionResearch">Emotion Research</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="SpeechSoundsNoises">Speech and Sounds</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="ReactionTimes">Reaction Time Distributions</link></emphasis> </para></listitem><listitem><para><emphasis role="strong"><link linkend="MatlabTools">Matlab Tools</link></emphasis>. </para></listitem></itemizedlist><para><anchor id="General"/> </para><section><title>General</title><para><emphasis role="strong"><ulink url="http://cvcl.mit.edu/SUNSeminar/ProctorVu_1999.pdf">Overview of Published Norms</ulink></emphasis> (From &quot;Behavior Research Methods, Instruments, &amp; Computers&quot; - up to 1999) </para><para><emphasis role="strong"><ulink url="http://www.psychonomic.org/archive/">Searchable Archive</ulink></emphasis> of the Psychonomic Society (<ulink url="http://brm.psychonomic-journals.org/content/36/3/363.full.pdf">description</ulink>) </para><para><emphasis role="strong"><ulink url="https://link.springer.com/article/10.3758/s13428-020-01389-1">LexOPS</ulink></emphasis> (An <ulink url="https://github.com/JackEdTaylor/LexOPS">R package</ulink> and user interface for the controlled generation of word stimuli) </para><para><emphasis role="strong"><ulink url="http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/mixandmatch.html">&quot;Mix and Match&quot; Software</ulink></emphasis> (for stimulus matching and pseudorandomising) </para><para><emphasis role="strong"><ulink url="http://surfer.nmr.mgh.harvard.edu/optseq/">MGH OptSeq</ulink></emphasis> (Randomization tool for event-related fMRI designs) </para><para><emphasis role="strong"><ulink url="http://neuropowertools.org/">Neuro Power Tools</ulink></emphasis> (Software tools to compute fMRI statistical power) </para><para><emphasis role="strong"><ulink url="http://www.fmripower.org/">fmripower</ulink></emphasis> (matlab based power calculation tool for group fMRI studies) </para><para><emphasis role="strong"><ulink url="http://www.r-project.org/">The R Project for Statistical Computing</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://www.rseek.org/">R Seek</ulink></emphasis> (Search engine for R-related issues) </para><para><emphasis role="strong"><ulink url="http://openscienceframework.org/">Open Science Framework</ulink></emphasis> (on-line depository for pre-registered studies) </para><para><anchor id="Neuroimaging"/> </para></section><section><title>Neuroimaging</title><para><emphasis role="strong"><ulink url="http://www.biomedcentral.com/1756-0500/4/349/">BrainMap Project</ulink></emphasis>, for standardization, sharing, and meta-analysis of neuroimaging data (incl. ALE, see reference list for more resources) </para><para><emphasis role="strong"><ulink url="http://www.fz-juelich.de/inm/inm-1/EN/Forschung/forschung_node.html">Jülich Atlases and Tools</ulink></emphasis>, three-dimensional, realistic model of the human brain(<ulink url="http://www.fz-juelich.de/inm/inm-1/EN/Forschung/JuBrain/_node.html">JuBrain</ulink>, <ulink url="http://www.fz-juelich.de/inm/inm-1/EN/Forschung/_docs/BigBrain/bigbrain_node.html">BigBrain</ulink>) </para><para><emphasis role="strong"><ulink url="http://134.95.56.239/home.asp">CoCoMac Database</ulink></emphasis>, Collations of Connectivity data on the Macaque brain </para><para><emphasis role="strong"><ulink url="http://wiki.mrc-cbu.cam.ac.uk/imaging/NeuroanatomyTutorial#">Neuroanatomy Tutorial</ulink></emphasis> (some more links at bottom) </para><para><emphasis role="strong"><ulink url="http://headneckbrainspine.com/web_flash/newmodules/Brain%20MRI.swf">Brain Atlas</ulink></emphasis> (simple and interactive) </para><para><emphasis role="strong"><ulink url="http://neurosynth.org/">Neurosynth</ulink></emphasis> (automated &quot;meta-analysis&quot; of fMRI data) </para><para><emphasis role="strong"><ulink url="http://www.studyforrest.org/">Studyforrest</ulink></emphasis> (publicly available neuroimaging data) </para><para><emphasis role="strong"><ulink url="http://cobre.mrn.org/megsim/">MEG-Sim</ulink></emphasis> (simulated MEG data) </para><para><emphasis role="strong"><ulink url="http://nemo.nic.uoregon.edu/wiki/NEMO">Neural ElectroMagnetic Ontologies</ulink></emphasis> (NEMO, resources to support representation, classification, and meta-analysis of brain electromagnetic data) </para><para><emphasis role="strong"><ulink url="http://www.cam-can.org/">Cam-CAN</ulink></emphasis> (Cambridge Centre for Aging and Neuroscience large-scale data set) </para><para><emphasis role="strong"><ulink url="http://www.nature.com/articles/sdata20151">Multimodal, multi-subject data set</ulink></emphasis> (EMEG and (f)MRI, famous/unfamiliar/scrambled faces) </para><para><emphasis role="strong"><ulink url="https://github.com/Conxz/multiBrain">multiBrain</ulink></emphasis> (A list of brain imaging datasets with multiple scans per subject.) </para><para><anchor id="WordRecognition"/> </para></section><section><title>Language, Word Recognition</title><para>There are more links to language-related databases on the <emphasis role="strong"><ulink url="http://imaging.mrc-cbu.cam.ac.uk/twiki/bin/view/LangWiki/Databases">Language Group Wiki</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="https://www.languagesciences.cam.ac.uk/resources">Cambridge Language Sciences</ulink> </emphasis>list of resources </para><para><emphasis role="strong"><ulink url="https://www.ldc.upenn.edu/">Linguistic Data Consortium</ulink></emphasis> (a collection of databases etc., see e.g. their <ulink url="http://www.ldc.upenn.edu/Catalog/">Catalog page</ulink>). </para><para><emphasis role="strong"><ulink url="http://celex.mpi.nl/">CELEX Psycholinguistic Database</ulink></emphasis> (orthographic, phonetic and lexical information on English/German/Dutch words) </para><para><emphasis role="strong"><ulink url="http://www.neuro.mcw.edu/mcword">McWord : An Orthographic Wordform Database</ulink></emphasis> (web site that provides simple ways to extract information from CELEX. Also allows you to generate nonwords with specifiable degrees of approximation to English orthography) </para><para><emphasis role="strong"><ulink url="http://websites.psychology.uwa.edu.au/school/MRCDatabase/uwa_mrc.htm">MRC Psycholinguistic Database</ulink></emphasis>, (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [<ulink url="http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm"/> here) </para><para><emphasis role="strong"><ulink url="http://expsy.ugent.be/subtlexus/">SUBTLEXus: word frequencies based on American English</ulink></emphasis> (movie subtitles) </para><para><emphasis role="strong"><ulink url="http://www.maccs.mq.edu.au/~nwdb/">ARC Nonword Database</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://crr.ugent.be/programs-data/wuggy">Wuggy</ulink></emphasis> (a multi-lingual pseudoword generator) </para><para><emphasis role="strong"><ulink url="http://language.psy.bris.ac.uk/bristol_norms.html">Bristol Norms</ulink></emphasis> (Age-of-acquisition, imageability and familiarity) </para><para><emphasis role="strong"><ulink url="http://elexicon.wustl.edu/">English Lexicon Project</ulink></emphasis> (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) </para><para><emphasis role="strong"><ulink url="http://www.natcorp.ox.ac.uk/">British National Corpus</ulink></emphasis> (English words and phrases) </para><para><emphasis role="strong"><ulink url="http://wordsmith.org/">Wordsmith</ulink></emphasis> (anagrams, dictionary etc.) </para><para><emphasis role="strong"><ulink url="http://wordnet.princeton.edu/">Princeton WordNet</ulink></emphasis> (Conceptual-semantic networks) </para><para><emphasis role="strong"><ulink url="http://www.eat.rl.ac.uk/">Edinburgh Word Association Thesaurus</ulink></emphasis> (empirical semantic word association data) </para><para><emphasis role="strong"><ulink url="http://www.ncbi.nlm.nih.gov/pubmed/20805588">Sentence Cloze Probability Norms</ulink></emphasis> (for 498 sentences) </para><para><emphasis role="strong"><ulink url="http://wortschatz.uni-leipzig.de/en">Leipzig Corpora Collection</ulink></emphasis> (search for words in different corpora for different languages) </para><para><emphasis role="strong"><ulink url="http://lsa.colorado.edu/">Latent Semantic Analysis</ulink></emphasis> (for analysing and comparing texts and documents; more <ulink url="http://www.scholarpedia.org/article/Latent_semantic_analysis">here</ulink>) </para><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/anewmessage.html">Affective Norms for English Words</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/anetmessage.html">Affective Norms for English Text</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://www.ewi-psy.fu-berlin.de/einrichtungen/arbeitsbereiche/allgpsy/BAWL-R/index.html">Berlin Affective Word List</ulink></emphasis> Affective norms for German words </para><para><emphasis role="strong"><ulink url="http://www.dlexdb.de/">dlexDB Project</ulink></emphasis> German lexical database </para><para><emphasis role="strong"><ulink url="https://books.google.com/ngrams">Google Word Frequencies</ulink></emphasis> Frequencies for sets of ngrams (1 to 5 words) within Google books (over time) </para><para><emphasis role="strong"><ulink url="http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13">Frequencies of word n-grams</ulink></emphasis> (from LDC catalog, see above) </para><para><emphasis role="strong"><ulink url="http://w3.usf.edu/FreeAssociation/">University of Florida Free Association Norms</ulink></emphasis> Free word association norms (<ulink url="http://rali.iro.umontreal.ca/Ressources/USF-FAN/">XML version</ulink>) </para><para><emphasis role="strong"><ulink url="http://faculty.uaeu.ac.ae/s_boudelaa/Boudelaa_Marslen-Wilson_aralex.pdf">Aralex</ulink></emphasis> A lexical database for Modern Standard Arabic </para><para><anchor id="PicturesObjects"/> </para></section><section><title>Pictures, Objects, Movies</title><para><emphasis role="strong"><ulink url="http://www.ncbi.nlm.nih.gov/pubmed/7373248">Snodgrass&amp;Vanderwart Original</ulink></emphasis>, and <emphasis role="strong"><ulink url="http://www.ingentaconnect.com/content/psych/jcen/2003/00000025/00000004/art00008">Snodgrass&amp;Vanderwart revisited</ulink></emphasis> (visual, semantic and phonological information on line drawings) </para><para><emphasis role="strong"><ulink url="http://crl.ucsd.edu/~aszekely/ipnp/">The International Picture Naming Project</ulink></emphasis> (norms for picture naming in 7 different languages, plus some norms for reading and repetition) </para><para><emphasis role="strong"><ulink url="http://riesenhuberlab.neuro.georgetown.edu/hmax.html">HMAX</ulink></emphasis> HMAX model of object recognition by the Riesenhuber lab </para><para><emphasis role="strong"><ulink url="http://amdrae.ssc.uwo.ca/McRaeLab/norms.php">McRae's Semantic Feature Norms</ulink></emphasis> (norms for living and nonliving basic-level concepts, see <emphasis role="strong"><ulink url="http://amdrae.ssc.uwo.ca/McRaeLab/articles/McRae_etal_norms_BRM_05.pdf">Paper</ulink></emphasis>) </para><para><emphasis role="strong"><ulink url="http://www.face-rec.org/databases/">Face Recognition</ulink></emphasis> (collection of databases) </para><para><emphasis role="strong"><ulink url="http://stims.cnbc.cmu.edu/Image%20Databases/TarrLab/">Images and 3D Objects</ulink></emphasis> (objects, faces, scenes, events) </para><para><emphasis role="strong"><ulink url="http://live.ece.utexas.edu/research/doves/">Database of Visual Eye Movements</ulink></emphasis> (DOVES, collection of eye movements from 29 human observers as they viewed 101 natural calibrated images) </para><para><emphasis role="strong"><ulink url="http://michaelhout.com/?page_id=759">Novel Object and Unusual Name (NOUN) Database</ulink></emphasis> (database of images of novel, unusual object) </para><para><emphasis role="strong"><ulink url="http://Novel%20Object%20and%20Unusual%20Name%20(NOUN)%20Database">Normed Movies of Goal-Directed Actions</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://crcv.ucf.edu/data/UCF_YouTube_Action.php">UCF YouTube Action Video Dataset</ulink></emphasis> (videos of 11 action categories) </para><para><emphasis role="strong"><ulink url="https://www.cs.utexas.edu/~chaoyeh/web_action_data/dataset_list.html">Human Activity Video Datasets</ulink></emphasis> (list of datasets with videos of human actions/activities) </para><para><anchor id="EmotionResearch"/> </para></section><section><title>Emotion Research</title><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/iapsmessage.html">International Affective Picture System (IAPS)</ulink></emphasis> (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes)) </para><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/iadsmessage.html">International Affective Digital Sounds (IADS)</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/anewmessage.html">Affective Norms for English Words (ANEW)</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://csea.phhp.ufl.edu/media/anetmessage.html">Affective Norms for English Text (ANET)</ulink></emphasis> </para><para><anchor id="SpeechSoundsNoises"/> </para></section><section><title>Speech, Sounds and Noises</title><para><emphasis role="strong"><ulink url="http://www.pdn.cam.ac.uk/groups/cnbh/teaching/sounds_movies/index.html">What they can do with sounds at CNBH</ulink></emphasis> (e.g. musical rain) </para><para><emphasis role="strong"><ulink url="http://www.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/">Noise-Vocoded Speech</ulink></emphasis> (look at bottom for how to do it yourself) </para><para><emphasis role="strong"><ulink url="http://www.fon.hum.uva.nl/praat/">Praat Software</ulink></emphasis> (for analysing and manipulating speech sounds) </para><para><emphasis role="strong"><ulink url="http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html">STRAIGHT</ulink></emphasis> (speech manipulation tool) </para><para><emphasis role="strong"><ulink url="http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/the-voicekey-program.html">Voicekey software</ulink></emphasis> (for off-line voice onset measurements) </para><para><anchor id="ReactionTimes"/> </para></section><section><title>Reaction Time Distributions</title><para><emphasis role="strong"><ulink url="http://www.psy.ulaval.ca/~yves/distrib.html">Ex-Gaussian in Matlab</ulink></emphasis> </para><para><emphasis role="strong"><ulink url="http://ppw.kuleuven.be/okp/software/dmat/">Diffusion Model Analysis Toolbox</ulink></emphasis> (DMAT, in Matlab; look here for <ulink url="http://imaging.mrc-cbu.cam.ac.uk/meg/DMATintro">internal intro</ulink>) </para><para><anchor id="MatlabTools"/> </para></section><section><title>Matlab Tools</title><para><emphasis role="strong"><ulink url="http://www.cns.nyu.edu/~lcv/ETS/slides/Rob-IntroMatlabOpt.pdf">Presentation about Optimising Matlab Code</ulink></emphasis> by Rob Young (look for more links inside) </para></section></section></article>