The connectionist dual process (CDP) approach to modelling reading aloud

Marco Zorzi

Research output: Contribution to journalArticle

Abstract

This paper reviews the Connectionist Dual Process (CDP) approach to modelling reading aloud, from the computational principles that motivate the model's connectionist dual-route architecture to the most recent developments guided by a nested incremental modelling strategy. New simulations based on a greatly simplified, feedforward version of the model (ffCDP+) demonstrate that the models' success in accounting for key phenomena in word naming relies on the nature of its sublexical route. The results with ffCDP+, where the parameter-heavy, interactive lexical route is turned into a simple frequency-weighted activation of lexical phonology, show that the two-layer associative network of phonological assembly is the core component in CDP+ and highlight the intrinsic modularity of the model. Further developments of the model and some directions for future research are discussed.

Original languageEnglish
Pages (from-to)836-860
Number of pages25
JournalEuropean Journal of Cognitive Psychology
Volume22
Issue number5
DOIs
Publication statusPublished - Aug 2010

Keywords

  • Computational modelling
  • Connectionist models
  • Neural networks
  • Reading aloud
  • Word naming

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology

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