Neuroconstructivism - II: Perspectives and Prospects

Author:   Denis Mareschal (Centre for Brain and Cognitive Development, Birkbeck College, University of London, UK) ,  Sylvain Sirois (School of Psychological Sciences, University of Manchester, UK) ,  Gert Westermann (Department of Psychology, Oxford Brookes University, UK) ,  Mark H. Johnson (Centre for Brain & Cognitive Development, Birkbeck College, University of London, UK)
Publisher:   Oxford University Press
ISBN:  

9780198529927


Pages:   288
Publication Date:   18 January 2007
Format:   Hardback
Availability:   To order   Availability explained
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Neuroconstructivism - II: Perspectives and Prospects


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Overview

What are the processes, from conception to adulthood, that enable a single cell to grow into a sentient adult? The processes that occur along the way are so complex that any attempt to understand development necessitates a multi-disciplinary approach, integrating data from cognitive studies, computational work, and neuroimaging - an approach till now seldom taken in the study of child development. Neuroconstructivism is a major new 2 volume publication that seeks to redress this balance, presenting an integrative new framework for considering development. Computer and robotic models provide concrete tools for investigating the processes and mechanisms involved in learning and development. Volume 2 illustrates the principles of 'Neuroconstructivist' development, with contributions from 9 different labs across the world. Each of the contributions illustrates how models play a central role in understanding development. The models presented include standard connectionist neural network models as well as multi-agent models. Also included are robotic models emphasizing the need to take embodiment and brain-system interactions seriously. A model of Autism and one of Specific Language Impairment also illustrate how atypical development can be understood in terms of the typical processes of development but operating under restricted conditions. This volume complements Volume 1 by providing concrete examples of how the 'Neuroconstructivist' principles can be grounded within a diverse range of domains, thereby shaping the research agenda in those domains.

Full Product Details

Author:   Denis Mareschal (Centre for Brain and Cognitive Development, Birkbeck College, University of London, UK) ,  Sylvain Sirois (School of Psychological Sciences, University of Manchester, UK) ,  Gert Westermann (Department of Psychology, Oxford Brookes University, UK) ,  Mark H. Johnson (Centre for Brain & Cognitive Development, Birkbeck College, University of London, UK)
Publisher:   Oxford University Press
Imprint:   Oxford University Press
Dimensions:   Width: 14.50cm , Height: 2.00cm , Length: 22.30cm
Weight:   0.545kg
ISBN:  

9780198529927


ISBN 10:   0198529929
Pages:   288
Publication Date:   18 January 2007
Audience:   Adult education ,  Professional and scholarly ,  Further / Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

Table of Contents

1: Denis Mareschal, Sylvain Sirois, & Gert Westermann: Introduction 2: James A Bednar & Risto Miikkulainen: Constructing visual function through prenatal and postnatal learning 3: Melissa Dominguez & Robert A Jacobs: Learning the best first: interactions between visual development and learning 4: Thomas R Shultz, Shreesh P Mysore & Steven R Quartz: Why let networks grow? 5: Maartje E J Raijmakers: Modeling cognitive developmental transitions in neural networks: bifurcations in an adaptive resonance theory model 6: Matthew Schlesinger & Domenico Parisi: Connectionism in an artificial life perspective: simulating motor, cognitive and language development 7: Yiannis Demiris: Using robots to study the mechanisms of imitation 8: Olaf Sporns: What neuro-robotic models can teach us about neural and cognitive development 9: Marc F Joanisse: Phonological deficits and developmental language impairments: evidence from connectionist models 10: Ira L Cohen: A neural network model of autism: implications for theory and treatment 11: Mark H Johnson & Denis Mareschal: Conclusion - the future of neuroconstructivism

Reviews

<br> A very exciting and important book, and a significant advance in our understanding of brain and behavioral development. --Jeff Elman, Professor of Cognitive Science, University of California, San Diego<p><br> Manages to provide specific useful information and does so while maintaining a connection to functional issues. For more advanced readers interested in computational modeling, this book provides a worthwhile read. --Doody's<p><br>


"""A very exciting and important book, and a significant advance in our understanding of brain and behavioral development."" --Jeff Elman, Professor of Cognitive Science, University of California, San Diego ""Manages to provide specific useful information and does so while maintaining a connection to functional issues. For more advanced readers interested in computational modeling, this book provides a worthwhile read.""--Doody's"


A very exciting and important book, and a significant advance in our understanding of brain and behavioral development. --Jeff Elman, Professor of Cognitive Science, University of California, San Diego<br>


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