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

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
Creator
Subject
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
Link
https://archive.org/details/connectionismpsy00quin
Instantiates
Publication
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
Link
https://archive.org/details/connectionismpsy00quin
Publication
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

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...