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Self-Organization and Associative Memory by Teuvo Kohonen (Paperback, 1989)

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Product Information

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.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783540513872
eBay Product ID (ePID)
94667544

Product Key Features

Author
Teuvo Kohonen
Publication Name
Self-Organization and Associative Memory
Format
Paperback
Language
English
Subject
Engineering & Technology, Computer Science, Biology, Physics
Publication Year
1989
Type
Textbook
Number of Pages
312 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Volume
8
Item Weight
510g

Additional Product Features

Title_Author
Teuvo Kohonen
Series Title
Springer Series in Information Sciences
Country/Region of Manufacture
Germany

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