Self-Organization and Associative Memory (Paperback, 3rd ed.)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Springer Series in Information Sciences, 8
Release date:	September 1989
First published:	1989
Authors:	Teuvo Kohonen
Dimensions:	235 x 155 x 18mm (L x W x T)
Format:	Paperback
Pages:	312
Edition:	3rd ed.
ISBN-13:	978-3-540-51387-2
Categories:	Books > Computing & IT > Computer hardware & operating systems > General Books > Computing & IT > Computer programming > Software engineering Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Science & Mathematics > Physics > Applied physics & special topics > Biophysics Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences Books > Computing & IT > Applications of computing > Artificial intelligence > General Promotions
LSN:	3-540-51387-6
Barcode:	9783540513872

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