We investigated the performance of two connectionist neural networks with different architectures to explore the degree of learning in generating the past participle form of Italian verbs on the basis of phonological characteristics. The networks were trained to generate the past participle form of verbs from different inflected input forms. We examined the degree of learning relative to the type of inflection given as input, the type of suffix produced, the classification of each verb according to the thematic vowel, the regularity of the stem and of the suffix. The networks were able to learn both regular and irregular forms, but the effect of regularity depended on the distributional properties of the conjugation to which a verb belongs, and on information provided by the input.
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Colombo, Lucia, Cristina Fonti & Andrea Stracciari
2009. Italian verb inflection in Alzheimer dementia. Neuropsychologia 47:4 ► pp. 1069 ff.
De Martino, M., A. Mancuso, A. G. Russo, A. Elia, F. Di Salle, R. Saponiero, S. Vietri, F. Esposito & A. Laudanna
2020. Producing regularly and irregularly inflected verb forms: behavioural and neuroimaging data from the three Italian conjugations. Language, Cognition and Neuroscience 35:4 ► pp. 420 ff.
Veríssimo, João & Harald Clahsen
2009. Morphological priming by itself: A study of Portuguese conjugations. Cognition 112:1 ► pp. 187 ff.
Veríssimo, João & Harald Clahsen
2014. Variables and similarity in linguistic generalization: Evidence from inflectional classes in Portuguese. Journal of Memory and Language 76 ► pp. 61 ff.
Wagner, Thomas
2023. Introduction. In English Interlanguage Morphology, ► pp. 1 ff.
Walenski, Matthew, Katiuscia Sosta, Stefano Cappa & Michael T. Ullman
2009. Deficits on irregular verbal morphology in Italian-speaking Alzheimer's disease patients. Neuropsychologia 47:5 ► pp. 1245 ff.
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