ERIC Number: EJ991361
Record Type: Journal
Publication Date: 2012
Pages: 33
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0364-0213
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Computational Evidence that Frequency Trajectory Theory Does Not Oppose but Emerges from Age-of-Acquisition Theory
Mermillod, Martial; Bonin, Patrick; Meot, Alain; Ferrand, Ludovic; Paindavoine, Michel
Cognitive Science, v36 n8 p1499-1531 Nov-Dec 2012
According to the age-of-acquisition hypothesis, words acquired early in life are processed faster and more accurately than words acquired later. Connectionist models have begun to explore the influence of the age/order of acquisition of items (and also their frequency of encounter). This study attempts to reconcile two different methodological and theoretical approaches (proposed by Lambon Ralph & Ehsan, 2006 and Zevin & Seidenberg, 2002) to age-limited learning effects. The current simulations extend the findings reported by Zevin and Seidenberg (2002) that have shown that frequency trajectories (FTs) have limited and specific effects on word-reading tasks. Using the methodological framework proposed by Lambon Ralph and Ehsan (2006), which makes it possible to compare word-reading and picture-naming tasks in connectionist networks, we were able to show that FT has a considerable influence on age-limited learning effects in a picture naming task. The findings show that when the input-output mappings are arbitrary (simulating picture naming tasks), the links formed by the network become entrenched as a result of early experience and that subsequent variations in frequency of exposure of the items have only a minor impact. In contrast, when the mappings between input-output are quasi-systematic or systematic (simulating word-reading tasks), the training of new items was generalized and resulted in the suppression of age-limited learning effects. At a theoretical level, we suggest that FT, which simultaneously takes account of time and the level of exposure across time, represents a more precise and modulated measure compared with the order of introduction of the items and may lead to innovative hypotheses in the field of age-limited learning effects. (Contains 2 notes and 4 figures.)
Descriptors: Theories, Language Acquisition, Vocabulary Development, Word Frequency, Language Processing, Accuracy, Naming, Early Experience, Age, Simulation
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Publication Type: Journal Articles; Reports - Research
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Language: English
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