Rethinking innateness : a connectionist perspective on development /

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...

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Bibliographic Details
Other Authors: Elman, Jeffrey L.
Format: eBook
Language:English
Published: Cambridge, Mass. : MIT Press, ©1996.
©1996
Series:Neural network modeling and connectionism
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary: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 they 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.
Item Description:"A Bradford book."
Physical Description:1 online resource (xviii, 447 pages) : illustrations.
ISBN:0585020345
9780585020341
9780262050524
0262050528
9780262272292
0262272296
9780262550307
026255030X
DOI:10.7551/mitpress/5929.001.0001