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Rethinking Innateness: A Connectionist Perspective on Development
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Rethinking Innateness: A Connectionist Perspective on Development Paperback - 1997

by Jeffrey Elman; Elizabeth Bates; Mark H. Johnson


From the publisher

Rethinking Innateness asks the question, What does it really mean to say that a behavior is innate? The authors describe a new framework in which interactions, occurring at all levels, give rise to emergent forms and behaviors. These outcomes often may be highly constrained and universal, yet are not themselves directly contained in the genes in any domain-specific way.

One of the key contributions of Rethinking Innateness is a taxonomy of ways in which a behavior can be innate. These include constraints at the level of representation, architecture, and timing; typically, behaviors arise through the interaction of constraints at several of these levels.The ideas are explored through dynamic models inspired by a new kind of developmental connectionism, a marriage of connectionist models and developmental neurobiology, forming a new theoretical framework for the study of behavioral development. While relying heavily on the conceptual and computational tools provided by connectionism, Rethinking Innateness also identifies ways in which these tools need to be enriched by closer attention to biology.

Details

  • Title Rethinking Innateness: A Connectionist Perspective on Development
  • Author Jeffrey Elman; Elizabeth Bates; Mark H. Johnson
  • Binding Paperback
  • Edition [ Edition: repri
  • Pages 468
  • Volumes 1
  • Language ENG
  • Publisher Bradford Book, Cambridge, MA
  • Date 1997-11
  • Illustrated Yes
  • ISBN 9780262550307 / 026255030X
  • Weight 1.64 lbs (0.74 kg)
  • Dimensions 8.99 x 6.06 x 1.13 in (22.83 x 15.39 x 2.87 cm)
  • Ages 18 to UP years
  • Grade levels 13 - UP
  • Dewey Decimal Code 155.7
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Rethinking Innateness : A Connectionist Perspective on Development
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Rethinking Innateness : A Connectionist Perspective on Development

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Rethinking Innateness : A Connectionist Perspective on Development
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Rethinking Innateness : A Connectionist Perspective on Development

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by Johnson, Mark H., Elman, Jeffrey L., Karmiloff-Smith, Annette, Parisi, Domenico, Bates, Elizabeth A

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Rethinking Innateness: A Connectionist Perspective on Development (Neural Network Modeling and...
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Rethinking Innateness: A Connectionist Perspective on Development (Neural Network Modeling and Connectionism)

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