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Connectionist Models of Development: Developmental Processes in Real and Artificial Neural Networks by Philip T. Quinlan (Hardcover, 2003)

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Product Information

Connectionist Models of Development is an edited collection of essays on the current work concerning connectionist or neural network models of human development. The brain comprises millions of nerve cells that share myriad connections, and this book looks at how human development in these systems is typically characterised as adaptive changes to the strengths of these connections. The traditional accounts of connectionist learning, based on adaptive changes to weighted connections, are explored alongside the dynamic accounts in which networks generate their own structures as learning proceeds. Unlike most connectionist accounts of psychological processes which deal with the fully-mature system, this text brings to the fore a discussion of developmental processes. In investigating human cognitive and perceptual development, connectionist models of learning and representation are presented alongside various aspects of language and knowledge acquisition. Some contributors describe work within a traditional artificial intelligence framework and others show how computer programs have been designed to mimic particular human developmental processes. Chapters in the final section focus on what is currently known about how real brains develop. This book is a much needed addition to the existing literature on connectionist development as it includes up-to-date examples of research on current controversies in the field as well as new features such as genetic connectionism and biological theories of the brain. It will be invaluable to academic researchers, post-graduates and undergraduates in developmental psychology and developmental psycholinguists as well as those with an interest in connectionist/neural network research.

Product Identifiers

Publisher
Taylor & Francis Ltd
ISBN-13
9781841692685
eBay Product ID (ePID)
94895851

Product Key Features

Author
Philip T. Quinlan
Publication Name
Connectionist Models of Development: Developmental Processes in Real and Artificial Neural Networks
Format
Hardcover
Language
English
Subject
Medicine, Computer Science
Publication Year
2003
Type
Textbook
Number of Pages
396 Pages

Dimensions

Item Height
234mm
Item Width
156mm
Item Weight
794g

Additional Product Features

Series Title
Studies in Developmental Psychology
Editor
Philip T. Quinlan
Country/Region of Manufacture
United Kingdom

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Connectionist Models of Development: Developmental Processes in Real and Artificial Neural Networks by Philip T. Quinlan (Hardcover, 2003)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

Polyvagal Exercises for Safety and Connection: 50 Client-Centered Practices by Deb Dana (Paperback, 2020)

Save on Adult Learning & University

Netter Atlas of Human Anatomy: Classic Regional Approach

Michael Nehls The Indoctrinated Brain (Hardback) (US IMPORT)

Bill Perkins Die With Zero (Paperback)

Havard's Nursing Guide to Drugs

The Fourth Turning By Neil Howe, William Strauss

Steven Holzner Physics Essentials For Dummies (Paperback)

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