AUTHOR=Li Ping , Zhao Xiaowei 

TITLE=Self-organizing map models of language acquisition

JOURNAL=Frontiers in Psychology

VOLUME=Volume 4 - 2013

YEAR=2013

URL=https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2013.00828

DOI=10.3389/fpsyg.2013.00828

ISSN=1664-1078

ABSTRACT=Connectionist models have had a profound impact on theories of language. While most early models were inspired by the classic PDP architecture, recent models of language have explored various other types of models, including self-organizing models for language acquisition. In this paper we aim at providing a review of the latter type of models, and highlight a number of simulation experiments that we have conducted based on these models. We show that self-organizing connectionist models can provide significant insights into long-standing debates in both monolingual and bilingual language development.