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

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

ISBN 10: 026255030X / ISBN 13: 9780262550307

Published by A Bradford Book / The MIT Press, Cambridge, MA/London, 1999

About this Item

447pp., xviii. First MIT Press paperback printing, 1998; this copy stated: "Fourth printing, 1999". References, pp. 397-441; Subject Index, pp. 443-447. Trade paperback looks little to not at all used, as it would be on your favorite Independent bookstore shelf. NO previous owner names.

Seller Inventory # 000054

Bibliographic Details

• Title: Rethinking Innateness: A Connectionist Perspective on Development (Neural Network Modeling and Connectionism)
• Publisher: A Bradford Book / The MIT Press, Cambridge, MA/London
• Publication Date: 1999
• Language: English
• ISBN 10: 026255030X
• ISBN 13: 9780262550307
• Binding: Soft cover
• Edition: 1st Edition
• Condition: As New

About this title

Synopsis

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.

About the Author

Formerly a research collaborator of Piaget and Inhelder at Geneva University, Annette Karmiloff-Smith is Senior Research Scientist with Special Appointment at the MRC Cognitive Development Unit in London, and Professor of Psychology at University College, London.