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

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9780262550307: Rethinking Innateness: A Connectionist Perspective on Development (Neural Network Modeling and Connectionism)

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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About the Author:

Jeffrey L. Elman is Professor of Cognitive Science and Chair, Department of Cognitive Science, University of California, San Diego. Elizabeth A. Bates is Professor of Cognitive Science and Professor of Psychology at UCSD. Mark H. Johnson and Annette Karmiloff-Smith are both Senior Research Scientists with Special Appointment, MRC Cognitive Development Unit, London, and Professors of Psychology at University College, London. Domenico Parisi is Senior Researcher, Institute of Psychology, National Research Council, Rome, Italy. Kim Plunkett is University Lecturer in Experimental Psychology, and Fellow of St. Hugh's College, Oxford University.

Review:

This a landmark publication in developmental psychology, bringing together ideas from cognitive psychology, connectionist modelling, neurobiology and dynamical systems theory. What makes this book so unusual and effective is that it is not the usual edited collection of papers, but is co-authored by an internationally renowned group of six authors, each with a different persepctive on the problems of explaining developmental processes. To produce this book, they had to work together to forge links between very different domains, and the synthesis they achieve is remarkable for the new insights it provides into old questions about innate versus acquired sources of knowledge and the nature of cognitive development.

(Dr. Dorothy Bishop, Senior Scientist, MRC Applied Psychology Unit)

Rethinking Innateness is a milestone as important as the appearance ten years ago of the PDP books. More integrated in its structure, more biological in its approach, this book provides a new theoretical framework for cognition that is based on dynamics, growth, and learning. Study this book if you are interested in how minds emerge from developing brains.

(Terrence J. Sejnowski, Professor, Salk Institute for Biological Studies)

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Jeffrey L. Elman; Elizabeth A. Bates; Mark H. Johnson; Annette Karmiloff-Smith; Domenico Parisi; Kim Plunkett
Editorial: A Bradford Book / The MIT Press (1997)
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción A Bradford Book / The MIT Press, 1997. Paperback. Estado de conservación: New. Nº de ref. de la librería SONG026255030X

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Jeffery Elman
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Descripción MIT Press, 1998. PAP. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería WM-9780262550307

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Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson
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Descripción MIT Press Ltd, United States, 1998. Paperback. Estado de conservación: New. Revised ed.. Language: English . Brand New Book. 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. Nº de ref. de la librería AAH9780262550307

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Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson
Editorial: MIT Press Ltd, United States (1998)
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción MIT Press Ltd, United States, 1998. Paperback. Estado de conservación: New. Revised ed.. Language: English . Brand New Book. 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. Nº de ref. de la librería AAH9780262550307

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Elman, Jeffrey
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción 1998. PAP. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería TM-9780262550307

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Jeffrey L. ElmanElizabeth A. BatesMark H. JohnsonAnnette Karmiloff-SmithDomenico ParisiKim Plunkett
Editorial: MIT Press
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción MIT Press. Estado de conservación: New. Brand New. Nº de ref. de la librería 026255030X

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Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi
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ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción MIT Press Ltd. Paperback. Estado de conservación: new. BRAND NEW, Rethinking Innateness: A Connectionist Perspective on Development, Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, 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. Nº de ref. de la librería B9780262550307

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Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, Kim Plunkett
Editorial: A Bradford Book / The MIT Press (1997)
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción A Bradford Book / The MIT Press, 1997. Paperback. Estado de conservación: New. Nº de ref. de la librería DADAX026255030X

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Jeffrey L. Elman, Elizabeth A. Bates, Mark H. Johnson
Editorial: MIT Press Ltd, United States (1998)
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción MIT Press Ltd, United States, 1998. Paperback. Estado de conservación: New. Revised ed.. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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. Nº de ref. de la librería BTE9780262550307

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ELMAN
ISBN 10: 026255030X ISBN 13: 9780262550307
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Descripción 1998. Paperback. Estado de conservación: NEW. 9780262550307 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE01141017

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