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Abstract

The paper describes a neural network model of early language acquisition with an emphasis on how language positively influences the categories with which the child categorizes reality. Language begins when the two separate networks that are responsible for nonlinguistic sensory-motor mappings and for recognizing and repeating linguistic sounds become connected together at 1 year of age. Language makes more similar the internal representations of different inputs that must be responded to with the same action and more different the internal representations of inputs that must be responded to with different actions.

@inproceedings{marco05languageCategorization,
  author={Marco Mirolli and Domenico Parisi},
  title={Language as an aid to categorization: A neural network model of early language acquisition},
  year={2005},
  month={May},
  publisher={Singapore: World Scientific},
  booktitle={Modelling Language, Cognition and Action: Proceedings of the 9th Neural Computation and Psychology Workshop},
  url={http://www.isrl.uiuc.edu/~amag/langev/paper/marco05languageCategorization.html}
}

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