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| = Databases for Stimulus Selection, Evaluation and Other Tools = 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 information on '''[#General General Issues]''', '''[#Neuroimaging Neuroimaging]''', '''[#WordRecognition Word Recognition]''', '''[#PicturesObjects Pictures and Objects]''', '''[#EmotionResearch Emotion Research]''', '''[#SpeechSoundsNoises Speech and Sounds]''', '''[#ReactionTimes Reaction Time Distributions]''', and '''[#MatlabTools Matlab Tools]'''. |
= Resources for Stimulus Selection, Evaluation and Other Tools = 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 [[http://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasets | open datasets]]. <<BR>> Here, you will find information on |
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| [[Anchor(General)]] | * '''[[#General|General Issues]]''' * '''[[#Neuroimaging|Neuroimaging]]''' * '''[[#WordRecognition|Language, Word Recognition]]''' * '''[[#PicturesObjects|Movies, Pictures and Objects]]''' * '''[[#EmotionResearch|Emotion Research]]''' * '''[[#SpeechSoundsNoises|Speech and Sounds]]''' * '''[[#ReactionTimes|Reaction Time Distributions]]''' * '''[[#MatlabTools|Matlab Tools]]'''. <<Anchor(General)>> |
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| '''[http://www.psychwiki.com/wiki/Archives_of_data_and_stimuli PsychWiki Archive]''' (useful links to norms, stimuli, data etc.) | '''[[http://www.psychwiki.com/wiki/Archives_of_data_and_stimuli|PsychWiki Archive]]''' (useful links to norms, stimuli, data etc.) |
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| '''[http://cvcl.mit.edu/SUNSeminar/ProctorVu_1999.pdf Overview of Published Norms]''' (From "Behavior Research Methods, Instruments, & Computers" - up to 1999) | '''[[http://cvcl.mit.edu/SUNSeminar/ProctorVu_1999.pdf|Overview of Published Norms]]''' (From "Behavior Research Methods, Instruments, & Computers" - up to 1999) |
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| '''[http://www.psychonomic.org/archive/ Searchable Archive]''' of the Psychonomic Society ([http://brm.psychonomic-journals.org/content/36/3/363.full.pdf description]) | '''[[http://www.psychonomic.org/archive/|Searchable Archive]]''' of the Psychonomic Society ([[http://brm.psychonomic-journals.org/content/36/3/363.full.pdf|description]]) |
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| '''[http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/mixandmatch.html "Mix and Match" Software]''' (for stimulus matching and pseudorandomising) | '''[[http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/mixandmatch.html|"Mix and Match" Software]]''' (for stimulus matching and pseudorandomising) |
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| '''[http://surfer.nmr.mgh.harvard.edu/optseq/ MGH OptSeq]''' (Randomization tool for event-related fMRI designs) | '''[[http://surfer.nmr.mgh.harvard.edu/optseq/|MGH OptSeq]]''' (Randomization tool for event-related fMRI designs) |
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| '''[http://www.fmripower.org/ fmripower]''' (matlab based power calculation tool for group fMRI studies) | '''[[http://www.fmripower.org/|fmripower]]''' (matlab based power calculation tool for group fMRI studies) |
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| '''[http://www.r-project.org/ The R Project for Statistical Computing]''' | '''[[http://www.r-project.org/|The R Project for Statistical Computing]]''' |
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| '''[http://www.rseek.org/ R Seek]''' Search engine for R-related issues | '''[[http://www.rseek.org/|R Seek]]''' (Search engine for R-related issues) |
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| [[Anchor(Neuroimaging)]] | '''[[http://openscienceframework.org/|Open Science Framework]]''' (on-line depository for pre-registered studies) <<Anchor(Neuroimaging)>> |
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| '''[http://134.95.56.239/home.asp CoCoMac Database]''', Collations of Connectivity data on the Macaque brain | '''[[http://www.biomedcentral.com/1756-0500/4/349/|BrainMap Project]]''', for standardization, sharing, and meta-analysis of neuroimaging data (incl. ALE, see reference list for more resources) |
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| [[Anchor(WordRecognition)]] | '''[[http://www.fz-juelich.de/inm/inm-1/EN/Forschung/forschung_node.html|Jülich Atlases and Tools]]''', three-dimensional, realistic model of the human brain([[http://www.fz-juelich.de/inm/inm-1/EN/Forschung/JuBrain/_node.html|JuBrain]], [[http://www.fz-juelich.de/inm/inm-1/EN/Forschung/_docs/BigBrain/bigbrain_node.html|BigBrain]]) '''[[http://134.95.56.239/home.asp|CoCoMac Database]]''', Collations of Connectivity data on the Macaque brain '''[[CbuImaging:NeuroanatomyTutorial|Neuroanatomy Tutorial]]''' (some more links at bottom) '''[[http://headneckbrainspine.com/web_flash/newmodules/Brain%20MRI.swf|Brain Atlas]]''' (simple and interactive) '''[[http://neurosynth.org/|Neurosynth]]''' (automated "meta-analysis" of fMRI data) '''[[http://www.studyforrest.org/|Studyforrest]]''' (publicly available neuroimaging data) '''[[http://cobre.mrn.org/megsim/|MEG-Sim]]''' (simulated MEG data) '''[[http://nemo.nic.uoregon.edu/wiki/NEMO|Neural ElectroMagnetic Ontologies]]''' (NEMO, resources to support representation, classification, and meta-analysis of brain electromagnetic data) '''[[http://www.cam-can.org/|Cam-CAN]]''' (Cambridge Centre for Aging and Neuroscience large-scale data set) '''[[http://www.nature.com/articles/sdata20151|Multimodal, multi-subject data set]]''' (EMEG and (f)MRI, famous/unfamiliar/scrambled faces) '''[[https://github.com/Conxz/multiBrain|multiBrain]]''' (A list of brain imaging datasets with multiple scans per subject.) <<Anchor(WordRecognition)>> |
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| There are more links to language-related databases on the '''[http://imaging.mrc-cbu.cam.ac.uk/twiki/bin/view/LangWiki/Databases Language Group Wiki]''' | There are more links to language-related databases on the '''[[http://imaging.mrc-cbu.cam.ac.uk/twiki/bin/view/LangWiki/Databases|Language Group Wiki]]''' |
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| '''[http://www.ldc.upenn.edu/ Linguistic Data Consortium]''' (a collection of databases etc., see e.g. their [http://www.ldc.upenn.edu/Catalog/ Catalog page]). | '''[[https://www.ldc.upenn.edu/|Linguistic Data Consortium]]''' (a collection of databases etc., see e.g. their [[http://www.ldc.upenn.edu/Catalog/|Catalog page]]). |
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| '''[http://www.ldc.upenn.edu/Catalog/readme_files/celex.readme.html CELEX Psycholinguistic Database]''' (orthographic, phonetic and lexical information on English/German/Dutch words) | '''[[http://celex.mpi.nl/|CELEX Psycholinguistic Database]]''' (orthographic, phonetic and lexical information on English/German/Dutch words) |
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| '''[http://www.neuro.mcw.edu/mcword McWord : An Orthographic Wordform Database]''' (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) | '''[[http://www.neuro.mcw.edu/mcword|McWord : An Orthographic Wordform Database]]''' (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) |
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| '''[http://www.psych.rl.ac.uk/ MRC Psycholinguistic Database]''', (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here) | '''[[http://websites.psychology.uwa.edu.au/school/MRCDatabase/uwa_mrc.htm|MRC Psycholinguistic Database]]''', (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here) |
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| '''[http://expsy.ugent.be/subtlexus/ SUBTLEXus: word frequencies based on American English]''' (movie subtitles) | '''[[http://expsy.ugent.be/subtlexus/|SUBTLEXus: word frequencies based on American English]]''' (movie subtitles) |
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| '''[http://www.maccs.mq.edu.au/~nwdb/ ARC Nonword Database]''' | '''[[http://www.maccs.mq.edu.au/~nwdb/|ARC Nonword Database]]''' |
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| '''[http://language.psy.bris.ac.uk/bristol_norms.html Bristol Norms]''' (Age-of-acquisition, imageability and familiarity) | '''[[http://crr.ugent.be/programs-data/wuggy|Wuggy]]''' (a multi-lingual pseudoword generator) |
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| '''[http://elexicon.wustl.edu/ English Lexicon Project]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) | '''[[http://language.psy.bris.ac.uk/bristol_norms.html|Bristol Norms]]''' (Age-of-acquisition, imageability and familiarity) |
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| '''[http://www.natcorp.ox.ac.uk/ British National Corpus]''' (English words and phrases) | '''[[http://elexicon.wustl.edu/|English Lexicon Project]]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) |
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| '''[http://wordsmith.org/ Wordsmith]''' (anagrams, dictionary etc.) | '''[[http://www.natcorp.ox.ac.uk/|British National Corpus]]''' (English words and phrases) |
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| '''[http://wordnet.princeton.edu/ Princeton WordNet]''' (Conceptual-semantic networks) | '''[[http://wordsmith.org/|Wordsmith]]''' (anagrams, dictionary etc.) |
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| '''[http://www.eat.rl.ac.uk/ Edinburgh Word Association Thesaurus]''' (empirical semantic word association data) | '''[[http://wordnet.princeton.edu/|Princeton WordNet]]''' (Conceptual-semantic networks) |
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| '''[http://www.ncbi.nlm.nih.gov/pubmed/20805588 Sentence Cloze Probability Norms]''' (for 498 sentences) | '''[[http://www.eat.rl.ac.uk/|Edinburgh Word Association Thesaurus]]''' (empirical semantic word association data) |
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| '''[http://lsa.colorado.edu/ Latent Semantic Analysis]''' (for analysing and comparing texts and documents; more [http://www.scholarpedia.org/article/Latent_semantic_analysis here]) | '''[[http://www.ncbi.nlm.nih.gov/pubmed/20805588|Sentence Cloze Probability Norms]]''' (for 498 sentences) |
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| '''[http://csea.phhp.ufl.edu/media/anewmessage.html Affective Norms for English Words]''' | '''[[http://wortschatz.uni-leipzig.de/en|Leipzig Corpora Collection]]''' (search for words in different corpora for different languages) |
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| '''[http://csea.phhp.ufl.edu/media/anetmessage.html Affective Norms for English Text]''' | '''[[http://lsa.colorado.edu/|Latent Semantic Analysis]]''' (for analysing and comparing texts and documents; more [[http://www.scholarpedia.org/article/Latent_semantic_analysis|here]]) |
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| '''[http://www.ewi-psy.fu-berlin.de/einrichtungen/arbeitsbereiche/allgpsy/BAWL-R/index.html Berlin Affective Word List]''' Affective norms for German words | '''[[http://csea.phhp.ufl.edu/media/anewmessage.html|Affective Norms for English Words]]''' |
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| '''[http://www.dlexdb.de/ dlexDB Project]''' German lexical database | '''[[http://csea.phhp.ufl.edu/media/anetmessage.html|Affective Norms for English Text]]''' |
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| '''[http://www.ngrams.googlelabs.com/ Google Word Frequencies]''' Frequencies for sets of ngrams (1 to 5 words) within Google books (over time) | '''[[http://www.ewi-psy.fu-berlin.de/einrichtungen/arbeitsbereiche/allgpsy/BAWL-R/index.html|Berlin Affective Word List]]''' Affective norms for German words |
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| '''[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13 Frequencies of word n-grams]''' (from LDC catalog, see above) | '''[[http://www.dlexdb.de/|dlexDB Project]]''' German lexical database |
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| '''[http://w3.usf.edu/FreeAssociation/ University of Florida Free Association Norms]''' Free word association norms ([http://rali.iro.umontreal.ca/Ressources/USF-FAN/ XML version]) | '''[[https://books.google.com/ngrams|Google Word Frequencies]]''' Frequencies for sets of ngrams (1 to 5 words) within Google books (over time) |
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| [[Anchor(PicturesObjects)]] | '''[[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13|Frequencies of word n-grams]]''' (from LDC catalog, see above) |
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| == Pictures and Objects == '''[http://www.ncbi.nlm.nih.gov/pubmed/7373248 Snodgrass&Vanderwart Original]''', and '''[http://www.ingentaconnect.com/content/psych/jcen/2003/00000025/00000004/art00008 Snodgrass&Vanderwart revisited]''' (visual, semantic and phonological information on line drawings) |
'''[[http://w3.usf.edu/FreeAssociation/|University of Florida Free Association Norms]]''' Free word association norms ([[http://rali.iro.umontreal.ca/Ressources/USF-FAN/|XML version]]) |
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| '''[http://crl.ucsd.edu/~aszekely/ipnp/ The International Picture Naming Project]''' (norms for picture naming in 7 different languages, plus some norms for reading and repetition) | '''[[http://faculty.uaeu.ac.ae/s_boudelaa/Boudelaa_Marslen-Wilson_aralex.pdf|Aralex]]''' A lexical database for Modern Standard Arabic |
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| '''[http://riesenhuberlab.neuro.georgetown.edu/hmax.html HMAX]''' HMAX model of object recognition by the Riesenhuber lab | <<Anchor(PicturesObjects)>> |
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| '''[http://amdrae.ssc.uwo.ca/McRaeLab/norms.php McRae's Semantic Feature Norms]''' (norms for living and nonliving basic-level concepts, see '''[http://amdrae.ssc.uwo.ca/McRaeLab/articles/McRae_etal_norms_BRM_05.pdf Paper]''') | == Pictures, Objects, Movies == '''[[http://www.ncbi.nlm.nih.gov/pubmed/7373248|Snodgrass&Vanderwart Original]]''', and '''[[http://www.ingentaconnect.com/content/psych/jcen/2003/00000025/00000004/art00008|Snodgrass&Vanderwart revisited]]''' (visual, semantic and phonological information on line drawings) |
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| '''[http://www.face-rec.org/databases/ Face Recognition]''' (collection of databases) | '''[[http://crl.ucsd.edu/~aszekely/ipnp/|The International Picture Naming Project]]''' (norms for picture naming in 7 different languages, plus some norms for reading and repetition) |
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| '''[http://stims.cnbc.cmu.edu/Image%20Databases/TarrLab/ Images and 3D Objects]''' | '''[[http://riesenhuberlab.neuro.georgetown.edu/hmax.html|HMAX]]''' HMAX model of object recognition by the Riesenhuber lab |
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| [[Anchor(EmotionResearch)]] | '''[[http://amdrae.ssc.uwo.ca/McRaeLab/norms.php|McRae's Semantic Feature Norms]]''' (norms for living and nonliving basic-level concepts, see '''[[http://amdrae.ssc.uwo.ca/McRaeLab/articles/McRae_etal_norms_BRM_05.pdf|Paper]]''') '''[[http://www.face-rec.org/databases/|Face Recognition]]''' (collection of databases) '''[[http://stims.cnbc.cmu.edu/Image%20Databases/TarrLab/|Images and 3D Objects]]''' (objects, faces, scenes, events) '''[[http://live.ece.utexas.edu/research/doves/|Database of Visual Eye Movements]]''' (DOVES, collection of eye movements from 29 human observers as they viewed 101 natural calibrated images) '''[[http://michaelhout.com/?page_id=759|Novel Object and Unusual Name (NOUN) Database]]''' (database of images of novel, unusual object) '''[[http://Novel%20Object%20and%20Unusual%20Name%20(NOUN)%20Database|Normed Movies of Goal-Directed Actions]]''' '''[[http://crcv.ucf.edu/data/UCF_YouTube_Action.php|UCF YouTube Action Video Dataset]]''' (videos of 11 action categories) '''[[https://www.cs.utexas.edu/~chaoyeh/web_action_data/dataset_list.html|Human Activity Video Datasets]]''' (list of datasets with videos of human actions/activities) <<Anchor(EmotionResearch)>> |
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| '''[http://csea.phhp.ufl.edu/media/iapsmessage.html International Affective Picture System (IAPS)]''' (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes)) | '''[[http://csea.phhp.ufl.edu/media/iapsmessage.html|International Affective Picture System (IAPS)]]''' (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes)) |
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| '''[http://csea.phhp.ufl.edu/media/iadsmessage.html International Affective Digital Sounds (IADS)]''' | '''[[http://csea.phhp.ufl.edu/media/iadsmessage.html|International Affective Digital Sounds (IADS)]]''' |
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| '''[http://csea.phhp.ufl.edu/media/anewmessage.html Affective Norms for English Words (ANEW)]''' | '''[[http://csea.phhp.ufl.edu/media/anewmessage.html|Affective Norms for English Words (ANEW)]]''' |
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| '''[http://csea.phhp.ufl.edu/media/anetmessage.html Affective Norms for English Text (ANET)]''' | '''[[http://csea.phhp.ufl.edu/media/anetmessage.html|Affective Norms for English Text (ANET)]]''' |
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| [[Anchor(SpeechSoundsNoises)]] | <<Anchor(SpeechSoundsNoises)>> |
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| '''[http://www.pdn.cam.ac.uk/groups/cnbh/teaching/sounds_movies/index.html What they can do with sounds at CNBH]''' (e.g. musical rain) | '''[[http://www.pdn.cam.ac.uk/groups/cnbh/teaching/sounds_movies/index.html|What they can do with sounds at CNBH]]''' (e.g. musical rain) |
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| '''[http://www.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/ Noise-Vocoded Speech]''' (look at bottom for how to do it yourself) | '''[[http://www.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/|Noise-Vocoded Speech]]''' (look at bottom for how to do it yourself) |
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| '''[http://www.fon.hum.uva.nl/praat/ Praat Software]''' (for analysing and manipulating speech sounds) | '''[[http://www.fon.hum.uva.nl/praat/|Praat Software]]''' (for analysing and manipulating speech sounds) |
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| '''[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html STRAIGHT]''' (speech manipulation tool) | '''[[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html|STRAIGHT]]''' (speech manipulation tool) |
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| [[Anchor(ReactionTimes)]] | '''[[http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/the-voicekey-program.html|Voicekey software]]''' (for off-line voice onset measurements) <<Anchor(ReactionTimes)>> |
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| '''[http://www.psy.ulaval.ca/~yves/distrib.html Ex-Gaussian in Matlab]''' | '''[[http://www.psy.ulaval.ca/~yves/distrib.html|Ex-Gaussian in Matlab]]''' |
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| '''[http://ppw.kuleuven.be/okp/software/dmat/ Diffusion Model Analysis Toolbox]''' (DMAT, in Matlab; look here for [http://imaging.mrc-cbu.cam.ac.uk/meg/DMATintro internal intro]) | '''[[http://ppw.kuleuven.be/okp/software/dmat/|Diffusion Model Analysis Toolbox]]''' (DMAT, in Matlab; look here for [[http://imaging.mrc-cbu.cam.ac.uk/meg/DMATintro|internal intro]]) |
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| [[Anchor(MatlabTools)]] | <<Anchor(MatlabTools)>> |
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| '''[http://www.cns.nyu.edu/~lcv/ETS/slides/Rob-IntroMatlabOpt.pdf Presentation about Optimising Matlab Code]''' by Rob Young (look for more links inside) | '''[[http://www.cns.nyu.edu/~lcv/ETS/slides/Rob-IntroMatlabOpt.pdf|Presentation about Optimising Matlab Code]]''' by Rob Young (look for more links inside) |
Resources for Stimulus Selection, Evaluation and Other Tools
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 open datasets.
Here, you will find information on
General
PsychWiki Archive (useful links to norms, stimuli, data etc.)
Overview of Published Norms (From "Behavior Research Methods, Instruments, & Computers" - up to 1999)
Searchable Archive of the Psychonomic Society (description)
"Mix and Match" Software (for stimulus matching and pseudorandomising)
MGH OptSeq (Randomization tool for event-related fMRI designs)
fmripower (matlab based power calculation tool for group fMRI studies)
The R Project for Statistical Computing
R Seek (Search engine for R-related issues)
Open Science Framework (on-line depository for pre-registered studies)
Neuroimaging
BrainMap Project, for standardization, sharing, and meta-analysis of neuroimaging data (incl. ALE, see reference list for more resources)
Jülich Atlases and Tools, three-dimensional, realistic model of the human brain(JuBrain, BigBrain)
CoCoMac Database, Collations of Connectivity data on the Macaque brain
Neuroanatomy Tutorial (some more links at bottom)
Brain Atlas (simple and interactive)
Neurosynth (automated "meta-analysis" of fMRI data)
Studyforrest (publicly available neuroimaging data)
MEG-Sim (simulated MEG data)
Neural ElectroMagnetic Ontologies (NEMO, resources to support representation, classification, and meta-analysis of brain electromagnetic data)
Cam-CAN (Cambridge Centre for Aging and Neuroscience large-scale data set)
Multimodal, multi-subject data set (EMEG and (f)MRI, famous/unfamiliar/scrambled faces)
multiBrain (A list of brain imaging datasets with multiple scans per subject.)
Language, Word Recognition
There are more links to language-related databases on the Language Group Wiki
Linguistic Data Consortium (a collection of databases etc., see e.g. their Catalog page).
CELEX Psycholinguistic Database (orthographic, phonetic and lexical information on English/German/Dutch words)
McWord : An Orthographic Wordform Database (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)
MRC Psycholinguistic Database, (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here)
SUBTLEXus: word frequencies based on American English (movie subtitles)
Wuggy (a multi-lingual pseudoword generator)
Bristol Norms (Age-of-acquisition, imageability and familiarity)
English Lexicon Project (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.)
British National Corpus (English words and phrases)
Wordsmith (anagrams, dictionary etc.)
Princeton WordNet (Conceptual-semantic networks)
Edinburgh Word Association Thesaurus (empirical semantic word association data)
Sentence Cloze Probability Norms (for 498 sentences)
Leipzig Corpora Collection (search for words in different corpora for different languages)
Latent Semantic Analysis (for analysing and comparing texts and documents; more here)
Affective Norms for English Words
Affective Norms for English Text
Berlin Affective Word List Affective norms for German words
dlexDB Project German lexical database
Google Word Frequencies Frequencies for sets of ngrams (1 to 5 words) within Google books (over time)
Frequencies of word n-grams (from LDC catalog, see above)
University of Florida Free Association Norms Free word association norms (XML version)
Aralex A lexical database for Modern Standard Arabic
Pictures, Objects, Movies
Snodgrass&Vanderwart Original, and Snodgrass&Vanderwart revisited (visual, semantic and phonological information on line drawings)
The International Picture Naming Project (norms for picture naming in 7 different languages, plus some norms for reading and repetition)
HMAX HMAX model of object recognition by the Riesenhuber lab
McRae's Semantic Feature Norms (norms for living and nonliving basic-level concepts, see Paper)
Face Recognition (collection of databases)
Images and 3D Objects (objects, faces, scenes, events)
Database of Visual Eye Movements (DOVES, collection of eye movements from 29 human observers as they viewed 101 natural calibrated images)
Novel Object and Unusual Name (NOUN) Database (database of images of novel, unusual object)
Normed Movies of Goal-Directed Actions
UCF YouTube Action Video Dataset (videos of 11 action categories)
Human Activity Video Datasets (list of datasets with videos of human actions/activities)
Emotion Research
International Affective Picture System (IAPS) (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes))
International Affective Digital Sounds (IADS)
Affective Norms for English Words (ANEW)
Affective Norms for English Text (ANET)
Speech, Sounds and Noises
What they can do with sounds at CNBH (e.g. musical rain)
Noise-Vocoded Speech (look at bottom for how to do it yourself)
Praat Software (for analysing and manipulating speech sounds)
STRAIGHT (speech manipulation tool)
Voicekey software (for off-line voice onset measurements)
Reaction Time Distributions
Diffusion Model Analysis Toolbox (DMAT, in Matlab; look here for internal intro)
Matlab Tools
Presentation about Optimising Matlab Code by Rob Young (look for more links inside)