Rethinking innateness : a connectionist perspective on development /

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Bibliographic Details
Imprint:Cambridge, Mass. : MIT Press, ©1996.
©1996
Description:1 online resource (xviii, 447 pages) : illustrations
Language:English
Series:Neural network modeling and connectionism
Neural network modeling and connectionism.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11796627
Hidden Bibliographic Details
Other authors / contributors:Elman, Jeffrey L.
ISBN:0585020345
9780585020341
9780262050524
0262050528
9780262272292
0262272296
9780262550307
026255030X
Digital file characteristics:data file
Notes:"A Bradford book."
Includes bibliographical references (pages 397-441) and index.
Restrictions unspecified
Access restricted to Ryerson students, faculty and staff.
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212
English.
digitized 2010 HathiTrust Digital Library committed to preserve
Print version record.
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.
Other form:Print version: Rethinking innateness. Cambridge, Mass. : MIT Press, ©1996 0262050528