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Springer Series in Information Sciences

Self-Organization and Associative Memory

Authors: Kohonen, Teuvo

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About this Textbook

While the present edition is bibliographically the third one of Vol. 8 of the Springer Series in Information Sciences (IS 8), the book actually stems from Vol. 17 of the series Communication and Cybernetics (CC 17), entitled Associative Memory - A System-Theoretical Approach, which appeared in 1977. That book was the first monograph on distributed associative memories, or "content-addressable memories" as they are frequently called, especially in neural-networks research. This author, however, would like to reserve the term "content-addressable memory" for certain more traditional constructs, the memory locations of which are selected by parallel search. Such devices are discussed in Vol. 1 of the Springer Series in Information Sciences, Content-Addressable Memories. This third edition of IS 8 is rather similar to the second one. Two new discussions have been added: one to the end of Chap. 5, and the other (the L VQ 2 algorithm) to the end of Chap. 7. Moreover, the convergence proof in Sect. 5.7.2 has been revised.

Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-642-88163-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Self-Organization and Associative Memory
Authors
Series Title
Springer Series in Information Sciences
Series Volume
8
Copyright
1989
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-88163-3
DOI
10.1007/978-3-642-88163-3
Softcover ISBN
978-3-540-51387-2
Series ISSN
0720-678X
Edition Number
3
Number of Pages
XV, 312
Number of Illustrations
100 b/w illustrations
Topics

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