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Rethinking Innateness

A Connectionist Perspective on Development

Jeffrey Elman, Elizabeth Bates, Mark H Johnson, Annette Karmiloff-Smith, Domenico Parisi, Kim Plunkett
Livre broché | Anglais | Neural Network Modeling and Connectionism
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Description

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.

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Editeur:

Contenu

Nombre de pages :
468
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9780262550307
Date de parution :
23-01-98
Format:
Livre broché
Format numérique:
Trade paperback (VS)
Dimensions :
154 mm x 228 mm
Poids :
743 g

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