?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=The+Missing+Link+between+Morphemic+Assemblies+and+Behavioral+Responses%3Aa+Bayesian+Information-Theoretical+model+of+lexical+processing&rft.creator=Moscoso+del+Prado+Martin%2C+Dr+Fermin&rft.creator=Kostic%2C+Prof+Aleksandar&rft.creator=Filipovic-Djurdjevic%2C+Dusica&rft.subject=Neurolinguistics&rft.subject=Statistical+Models&rft.subject=Language&rft.subject=Neural+Modelling&rft.subject=Computational+Linguistics&rft.subject=Computational+Neuroscience&rft.subject=Semantics&rft.subject=Morphology&rft.subject=Machine+Learning&rft.subject=Psycholinguistics&rft.subject=Cognitive+Psychology&rft.subject=Neural+Nets&rft.subject=Artificial+Intelligence&rft.description=We+present+the+Bayesian+Information-Theoretical+(BIT)+model+of+lexical+processing%3A+A+mathematical+model+illustrating+a+novel+approach+to+the+modelling+of+language+processes.+The+model+shows+how+a+neurophysiological+theory+of+lexical+processing+relying+on+Hebbian+association+and+neural+assemblies+can+directly+account+for+a+variety+of+effects+previously+observed+in+behavioural+experiments.+We+develop+two+information-theoretical+measures+of+the+distribution+of+usages+of+a+morpheme+or+word%2C+and+use+them+to+predict+responses+in+three+visual+lexical+decision+datasets+investigating+inflectional+morphology+and+polysemy.+Our+model+offers+a+neurophysiological+basis+for+the+effects+of%0Amorpho-semantic+neighbourhoods.+These+results+demonstrate+how+distributed+patterns+of+activation+naturally+result+in+the+arisal+of+symbolic+structures.+We+conclude+by+arguing+that+the+modelling+framework+exemplified+here%2C+is%0Aa+powerful+tool+for+integrating+behavioural+and+neurophysiological+results.&rft.date=2006-03&rft.type=Other&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F4764%2F1%2Fversion2.pdf&rft.identifier=++Moscoso+del+Prado+Martin%2C+Dr+Fermin+and+Kostic%2C+Prof+Aleksandar+and+Filipovic-Djurdjevic%2C+Dusica++(2006)+The+Missing+Link+between+Morphemic+Assemblies+and+Behavioral+Responses%3Aa+Bayesian+Information-Theoretical+model+of+lexical+processing.+++++(Unpublished)++&rft.relation=http%3A%2F%2Fcogprints.org%2F4764%2F