?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=A+broad-coverage+distributed+connectionist+model+of+visual+word+recognition&rft.creator=Moscoso+del+Prado+Martin%2C+Dr+Fermin&rft.creator=Baayen%2C+Prof+R.+Harald&rft.subject=Computational+Neuroscience&rft.subject=Morphology&rft.subject=Psycholinguistics&rft.subject=Cognitive+Psychology&rft.subject=Neural+Nets&rft.description=In+this+study+we+describe+a+distributed+connectionist+model+of+morphological+processing%2C+covering+a+realistically+sized+sample+of+the+English+language.+The+purpose+of+this+model+is+to+explore+how+effects+of+discrete%2C+hierarchically+structured+morphological+paradigms%2C+can+arise+as+a+result+of+the+statistical+sub-regularities+in+the+mapping+between%0Aword+forms+and+word+meanings.+We+present+a+model+that+learns+to+produce+at+its+output+a+realistic+semantic+representation+of+a+word%2C+on+presentation+of+a+distributed+representation+of+its+orthography.+After+training%2C+in+three+experiments%2C+we+compare+the+outputs+of+the+model+with+the+lexical+decision+latencies+for+large+sets+of+English+nouns+and+verbs.+We+show+that+the+model+has+developed+detailed+representations+of+morphological+structure%2C+giving+rise+to+effects+analogous+to+those+observed+in+visual+lexical+decision+experiments.+In+addition%2C+we+show+how+the+association+between+word+form+and+word+meaning+also%0Agive+rise+to+recently+reported+differences+between+regular+and+irregular+verbs%2C+even+in+their+completely+regular+present-tense+forms.+We+interpret+these+results+as+underlining+the+key+importance+for+lexical+processing+of+the+statistical+regularities+in+the+mappings+between+form+and+meaning.%0A&rft.date=2005&rft.type=Other&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F4739%2F1%2Ffinal2.pdf&rft.identifier=++Moscoso+del+Prado+Martin%2C+Dr+Fermin+and+Baayen%2C+Prof+R.+Harald++(2005)+A+broad-coverage+distributed+connectionist+model+of+visual+word+recognition.+++++(Unpublished)++&rft.relation=http%3A%2F%2Fcogprints.org%2F4739%2F