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Modeling developmental cognitive neuroscience.

Gert Westermann1, Sylvain Sirois, Thomas R Shultz

  • 1Department of Psychology, Oxford Brookes University, Gipsy Lane, Oxford OX3 0BP, UK. gwestermann@brookes.ac.uk

Trends in Cognitive Sciences
|April 11, 2006
PubMed
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Connectionist models advance cognitive development theories by integrating brain and cognitive development. They explore structural changes in learning, offering frameworks for studying development and adult processing.

Area of Science:

  • Cognitive Neuroscience
  • Developmental Psychology
  • Computational Neuroscience

Background:

  • Connectionist models are increasingly used to explain cognitive development.
  • Developmental cognitive neuroscience integrates brain and cognitive development, incorporating structural changes into learning models.

Purpose of the Study:

  • To describe two classes of connectionist models that integrate structural changes in development.
  • To provide new theories on cognitive change mechanisms.
  • To offer an integrated framework for studying development and adult processing.

Main Methods:

  • Describing models focusing on experience-dependent structural elaboration within brain regions.
  • Modeling gradual integration of brain areas based on experience and maturation.

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Main Results:

  • Two distinct classes of connectionist models were identified.
  • These models elucidate mechanisms of cognitive change.
  • The models offer a unified framework for studying development and processing.

Conclusions:

  • Connectionist models provide valuable insights into cognitive development and brain-behavior relationships.
  • These models facilitate the study of both typical and atypical development and adult functioning.