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The Resource Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan
Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan
Resource Information
The item Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
- Summary
- The rapid growth of neural network research has lead 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
- Language
- eng
- Extent
- xvii, 293 pages
- Contents
-
- Connectionism : an historical perspective
- Memory and learning in neural networks
- Aspects of vision
- Aspects of language
- Higher-order aspects of cognition
- New connectionism : a critical appraisal
- Isbn
- 9780226699608
- Label
- Connectionism and psychology : a psychological perspective on new connectionist research
- Title
- Connectionism and psychology
- Title remainder
- a psychological perspective on new connectionist research
- Statement of responsibility
- Philip T. Quinlan
- Language
- eng
- Summary
- The rapid growth of neural network research has lead 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
- Cataloging source
- DLC
- http://library.link/vocab/creatorName
- Quinlan, Philip T
- Illustrations
- illustrations
- Index
- index present
- LC call number
- BF311
- LC item number
- .Q57 1991
- Literary form
- non fiction
- Nature of contents
- bibliography
- NLM call number
- BF 311
- NLM item number
- Q7c 1991
- http://library.link/vocab/subjectName
-
- Connectionism
- Cognition
- Neural Networks, Computer
- Psychology
- Connexionnisme
- Connectionism
- Connectionisme
- Cognitie
- Cognitieve processen
- Processos cognitivos
- Connexionisme
- Neuronales Netz
- Psychologie
- Label
- Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan
- Bibliography note
- Includes bibliographical references (p. 267-284) and indexes
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Connectionism : an historical perspective -- Memory and learning in neural networks -- Aspects of vision -- Aspects of language -- Higher-order aspects of cognition -- New connectionism : a critical appraisal
- Dimensions
- 24 cm
- Extent
- xvii, 293 pages
- Isbn
- 9780226699608
- Isbn Type
- (cloth : alk. paper)
- Lccn
- 91029228
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other physical details
- illustrations
- System control number
-
- (OCoLC)24215058
- (OCoLC)ocm24215058
- Label
- Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan
- Bibliography note
- Includes bibliographical references (p. 267-284) and indexes
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Connectionism : an historical perspective -- Memory and learning in neural networks -- Aspects of vision -- Aspects of language -- Higher-order aspects of cognition -- New connectionism : a critical appraisal
- Dimensions
- 24 cm
- Extent
- xvii, 293 pages
- Isbn
- 9780226699608
- Isbn Type
- (cloth : alk. paper)
- Lccn
- 91029228
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other physical details
- illustrations
- System control number
-
- (OCoLC)24215058
- (OCoLC)ocm24215058
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.bu.edu/portal/Connectionism-and-psychology--a-psychological/E9HhTV7gMZQ/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/Connectionism-and-psychology--a-psychological/E9HhTV7gMZQ/">Connectionism and psychology : a psychological perspective on new connectionist research, Philip T. Quinlan</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>
