Investigating Phonological Representations: A Modeling Agenda
作者： Prahlad Gupta
DOI:
关键词:
摘要: This paper outlines a bottom-up research approach to studying lexical representation, emphasizing the development of infant phonological perception as source data that can illuminate nature representations. It is proposed neural network formalisms provide useful framework for thinking about these issues. We identify key set empirical results, understanding which would yield considerable insight; this defines modeling agenda investigation report preliminary simulations explore agenda, exemplifying how techniques contribute phenomena.
参考文章(16)
Peter W. Jusczyk, From general to language-specific capacities: the WRAPSA Model of how speech perception develops Journal of Phonetics. ,vol. 21, pp. 3- 28 ,(1993) , 10.1016/S0095-4470(19)31319-1
Lise Menn, Kevin Markey, Michael Mozer, Clayton Lewis, Connectionist Modeling and the Microstructure of Phonological Development: A Progress Report Springer, Dordrecht. pp. 421- 433 ,(1993) , 10.1007/978-94-015-8234-6_34
David E. Rumelhart, David Zipser, Feature discovery by competitive learning Connectionist models and their implications: readings from cognitive science. pp. 205- 242 ,(1988)
Linda Polka, Janet F. Werker, Developmental Changes in Perception of Nonnative Vowel Contrasts Journal of Experimental Psychology: Human Perception and Performance. ,vol. 20, pp. 421- 435 ,(1994) , 10.1037/0096-1523.20.2.421
Teuvo Kohonen, Self-Organization and Associative Memory ,(1984)
Aditi Lahiri, William Marslen-Wilson, The mental representation of lexical form: A phonological approach to the recognition lexicon Cognition. ,vol. 38, pp. 245- 294 ,(1991) , 10.1016/0010-0277(91)90008-R
Geoffrey E. Hinton, Deterministic Boltzmann learning performs steepest descent in weight-space Neural Computation. ,vol. 1, pp. 143- 150 ,(1989) , 10.1162/NECO.1989.1.1.143
David S. Touretzky, Prahlad Gupta, What a Perceptron Reveals about Metrical Phonology ,(1991)
P. Kuhl, K. Williams, F Lacerda, K. Stevens, B Lindblom, Linguistic experience alters phonetic perception in infants by 6 months of age Science. ,vol. 255, pp. 606- 608 ,(1992) , 10.1126/SCIENCE.1736364
David S. Touretzky, Prahlad Gupta, A Connectionist Learning Approach to Analyzing Linguistic Stress neural information processing systems. ,vol. 4, pp. 225- 232 ,(1991)