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Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Philip T. Quinlan
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Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - neues Buch

ISBN: 9780226699615

ID: 9780226699615

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, 0226699617, University of Chicago Press, , , , , University of Chicago Press

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Quinlan, Philip T.:
Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Taschenbuch

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[ED: Taschenbuch], [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]

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Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Quinlan, Philip T.
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Quinlan, Philip T.:
Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Taschenbuch

ISBN: 9780226699615

[ED: Taschenbuch], [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

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Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Philip T. Quinlan
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Philip T. Quinlan:
Connectionism and Psychology: A Psychological Perspective on New Connectionist Research - Taschenbuch

ISBN: 9780226699615

ID: 9780226699615

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

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Connectionism and Psychology: A Psychological Perspective on New Connectionist Research

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.

Detailangaben zum Buch - Connectionism and Psychology: A Psychological Perspective on New Connectionist Research


EAN (ISBN-13): 9780226699615
ISBN (ISBN-10): 0226699617
Taschenbuch
Erscheinungsjahr: 1992
Herausgeber: UNIV OF CHICAGO PR
312 Seiten
Gewicht: 0,454 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 01.05.2007 12:02:22
Buch zuletzt gefunden am 29.04.2017 13:03:07
ISBN/EAN: 0226699617

ISBN - alternative Schreibweisen:
0-226-69961-7, 978-0-226-69961-5


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