Neuroconstructivism - II: Perspectives and Prospects - Rilegato

Mareschal, Denis; Sirois, Sylvain; Westermann, Gert; Johnson, Mark H.

Rilegato

ISBN 10: 0198529929 ISBN 13: 9780198529927

Casa editrice: OUP Oxford, 2007

Riassunto

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.

Su questo libro

L'autore

Denis Mareschal is at Centre for Brain and Cognitive Development, Birkbeck College, University of London, UK. Sylvain Sirois is at the School of Psychological Sciences, University of Manchester, UK. Gert Westermann is at the Department of Psychology, Oxford Brookes University, UK.

Contenuti

• 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

Dettagli dell'edizione

• Editore: OUP Oxford
• Data di pubblicazione: 2007
• Lingua: Inglese
• ISBN 10: 0198529929
• ISBN 13: 9780198529927
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 288
• Contatto del produttore: non disponibile
• Persona responsabile: Ufficio Anagrafiche Messaggerie; ufficio.anagrafiche@meli.it; ; Via Verdi, 8; Assago Milano; 20090; Italia