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The Resource Neural nets : a theory for brains and machines, A.F. Rocha

Neural nets : a theory for brains and machines, A.F. Rocha

Label
Neural nets : a theory for brains and machines
Title
Neural nets
Title remainder
a theory for brains and machines
Statement of responsibility
A.F. Rocha
Creator
Subject
Language
eng
Summary
"The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron. The neurosciences have experienced a tremendous development in the last 50 years. One of the main purposes of the present work is toincorporate this knowledge into a strong model of the artificial neuron. Particular attention is devoted to formalizing the complex chemical processes at the synaptic level. This formal language supports both symbolicreasoning and uncertainty processing. - Investigating the properties of expert reasoning. This kind of reasoning is approximate, partial and non-monotonic, and therefore requires special mathematical tools for its formalization, such as fuzzy set theory and fuzzy logic. Three different intelligent systems developed with this technology are presented and discussed."--PUBLISHER'S WEBSITE
Member of
Cataloging source
DLC
http://library.link/vocab/creatorDate
1946-
http://library.link/vocab/creatorName
Rocha, A. F.
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
  • Lecture notes in computer science
  • Lecture notes in artificial intelligence
Series volume
638.
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Brain
Label
Neural nets : a theory for brains and machines, A.F. Rocha
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
26396091
Dimensions
24 cm
Extent
xv, 393 pages
Isbn
9783540559498
Isbn Type
(Berlin)
Lccn
92031542
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(WaOLN)1475669
Label
Neural nets : a theory for brains and machines, A.F. Rocha
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
26396091
Dimensions
24 cm
Extent
xv, 393 pages
Isbn
9783540559498
Isbn Type
(Berlin)
Lccn
92031542
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(WaOLN)1475669

Library Locations

    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
    • University of Missouri Libraries DepositoryBorrow it
      2908 Lemone Blvd, Columbia, MO, 65211, US
      38.919360 -92.291620
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