The Resource Information theoretic neural computation, Ryotaro Kamimura

Information theoretic neural computation, Ryotaro Kamimura

Label
Information theoretic neural computation
Title
Information theoretic neural computation
Statement of responsibility
Ryotaro Kamimura
Creator
Subject
Language
eng
Summary
In order to develop new types of information media and technology, it is essential to model complex and flexible information processing in living systems. This book presents a new approach to modeling complex information processing in living systems. Traditional information-theoretic methods in neural networks are unified in one framework, i.e. a-entropy. This new approach will enable information systems such as computers to imitate and simulate human complex behavior and to uncover the deepest secrets of the human mind
Cataloging source
AU@
Dewey number
006.32
Illustrations
illustrations
Index
index present
LC call number
QA76.87
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Information theoretic neural computation, Ryotaro Kamimura
Publication
Bibliography note
Includes bibliographical references (pages 197-203)
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Information in Neural Networks -- 3. Information Minimization -- 4. Information Maximization -- 5. Constrained Information Maximization -- 6. Neural Feature Detectors -- 7. Information Maximization and Minimization -- 8. Information Controller -- 9. Information Control by [alpha]-Entropy -- 10. Integrated Information Processing Systems -- App. A. Data Description -- App. B. Sonority
Control code
ocn794370070
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9789812778598
Media category
computer
Media MARC source
rdamedia
Media type code
c
http://library.link/vocab/recordID
.b36358605
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)794370070
  • ebsco9812778594

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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