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A single-mechanism dual-route model of German verb inflection

In B. C. Love, K. McRae & V. M. Sloutsky (eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society. Cognitive Science Society (2008)

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  1. The neural basis of cognitive development: A constructivist manifesto.Steven R. Quartz & Terrence J. Sejnowski - 1997 - Behavioral and Brain Sciences 20 (4):537-556.
    How do minds emerge from developing brains? According to the representational features of cortex are built from the dynamic interaction between neural growth mechanisms and environmentally derived neural activity. Contrary to popular selectionist models that emphasize regressive mechanisms, the neurobiological evidence suggests that this growth is a progressive increase in the representational properties of cortex. The interaction between the environment and neural growth results in a flexible type of learning: minimizes the need for prespecification in accordance with recent neurobiological evidence (...)
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  • Neural networks, nativism, and the plausibility of constructivism.Steven R. Quartz - 1993 - Cognition 48 (3):223-242.
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  • A Connectionist Model of English Past Tense and Plural Morphology.Kim Plunkett & Patrick Juola - 1999 - Cognitive Science 23 (4):463-490.
    The acquisition of English noun and verb morphology is modeled using a single-system connectionist network. The network is trained to produce the plurals and past tense forms of a large corpus of monosyllabic English nouns and verbs. The developmental trajectory of network performance is analyzed in detail and is shown to mimic a number of important features of the acquisition of English noun and verb morphology in young children. These include an initial error-free period of performance on both nouns and (...)
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  • The past and future of the past tense.Steven Pinker & Michael Ullman - 2002 - Trends in Cognitive Sciences 6 (11):456-463.
    What is the interaction between storage and computation in language processing? What is the psychological status of grammatical rules? What are the relative strengths of connectionist and symbolic models of cognition? How are the components of language implemented in the brain? The English past tense has served as an arena for debates on these issues. We defend the theory that irregular past-tense forms are stored in the lexicon, a division of declarative memory, whereas regular forms can be computed by a (...)
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  • The acquisition of the English past tense in children and multilayered connectionist networks.Gary F. Marcus - 1995 - Cognition 56 (3):271-279.
    The apparent very close similarity between the learning of the past tense by Adam and the Plunkett and Marchman model is exaggerated by several misleading comparisons--including arbitrary, unexplained changes in how graphs were plotted. The model's development differs from Adam's in three important ways: Children show a U-shaped sequence of development which does not depend on abrupt changes in input; U-shaped development in the simulation occurs only after an abrupt change in training regimen. Children overregularize vowel-change verbs more than no-change (...)
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  • Answering the connectionist challenge: a symbolic model of learning the past tenses of English verbs.C. X. Ling & M. Marinov - 1993 - Cognition 49 (3):235-290.
    Supporters of eliminative connectionism have argued for a pattern association-based explanation of language learning and language processing. They deny that explicit rules and symbolic representations play any role in language processing and cognition in general. Their argument is based to a large extent on two artificial neural network (ANN) models that are claimed to be able to learn the past tenses of English verbs (Rumelhart & McClelland, 1986, Parallel distributed processing, Vol. 2, Cambridge, MA: MIT Press; MacWhinney & Leinbach, 1991, (...)
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  • Lexical entries and rules of language: A multidisciplinary study of German inflection.Harald Clahsen - 1999 - Behavioral and Brain Sciences 22 (6):991-1013.
    Following much work in linguistic theory, it is hypothesized that the language faculty has a modular structure and consists of two basic components, a lexicon of (structured) entries and a computational system of combinatorial operations to form larger linguistic expressions from lexical entries. This target article provides evidence for the dual nature of the language faculty by describing recent results of a multidisciplinary investigation of German inflection. We have examined: (1) its linguistic representation, focussing on noun plurals and verb inflection (...)
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