ISBN: 9780226699608

The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text-aimed at the advanced undergra… Mehr…

The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text-aimed at the advanced undergraduate and beginning postgraduate student-is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text-aimed at the advanced undergraduate and beginning postgraduate student-is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological considerations are used in assessing its theoretical contributions. The status of the basic predicates like exclusive-OR is examined, the limitations of perceptrons are explained and properties of multi-layer networks are described in terms of many examples of psychological processes. The history of neural networks is discussed from a psychological perspective which examines why certain issues have become important. The book ends with a general critique of the new connectionist approach. It is clear that new connectionism work provides a distinctive framework for thinking about central questions in cognition and perception. This new textbook provides a clear and useful introduction to its theories and applications. "I read this book with steadily mounting admiration and excitement. Balanced, judicious, enormously well-documented and careful in its appraisals, yet written with real verve and clarity of style, it is exactly the book that we have all been hoping for."-Alan Allport, Oxford UniversityPhilip Quinlan is Lecturer in Psychology at the University of York. Textbooks New, Books~~Psychology~~Cognitive Psychology & Cognition, Connectionism-and-Psychology~~Philip-T-Quinlan, 999999999, Connectionism and Psychology: A Psychological Perspective on New Connectionist Research, Philip T. Quinlan, 0226699609, University of Chicago Press, , , , , University of Chicago Press<

ISBN: 9780226699608

[ED: Hardcover], [PU: UNIV OF CHICAGO PR], The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psycholog… Mehr…

[ED: Hardcover], [PU: UNIV OF CHICAGO PR], The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text--aimed at the advanced undergraduate and beginning postgraduate student--is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological considerations are used in assessing its theoretical contributions. The status of the basic predicates like exclusive-OR is examined, the limitations of perceptrons are explained and properties of multi-layer networks are described in terms of many examples of psychological processes. The history of neural networks is discussed from a psychological perspective which examines why certain issues have become important. The book ends with a general critique of the new connectionist approach. It is clear that new connectionism work provides a distinctive framework for thinking about central questions in cognition and perception. This new textbook provides a clear and useful introduction to its theories and applications. PVersandfertig in über 4 Wochen, [SC: 0.00]<

ISBN: 9780226699608

[ED: Hardcover], [PU: UNIV OF CHICAGO PR], The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psycholog… Mehr…

[ED: Hardcover], [PU: UNIV OF CHICAGO PR], The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text--aimed at the advanced undergraduate and beginning postgraduate student--is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological considerations are used in assessing its theoretical contributions. The status of the basic predicates like exclusive-OR is examined, the limitations of perceptrons are explained and properties of multi-layer networks are described in terms of many examples of psychological processes. The history of neural networks is discussed from a psychological perspective which examines why certain issues have become important. The book ends with a general critique of the new connectionist approach. It is clear that new connectionism work provides a distinctive framework for thinking about central questions in cognition and perception. This new textbook provides a clear and useful introduction to its theories and applications. PVersandfertig in über 4 Wochen<

ISBN: 9780226699608

Connectionism and Psychology: A Psychological Perspective on New Connectionist Research Connectionism-and-Psychology~~Philip-T-Quinlan Science>Science Writing & Ref>Science Writing & Ref … Mehr…

Connectionism and Psychology: A Psychological Perspective on New Connectionist Research Connectionism-and-Psychology~~Philip-T-Quinlan Science>Science Writing & Ref>Science Writing & Ref Hardcover, University of Chicago Press<

ISBN: 9780226699608

NA Psychology, Research, University of Chicago Press