Self-Organization and Associative Memory / Springer Series in Information Sciences Bd.8 (PDF)
(Sprache: Englisch)
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...
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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.
Bibliographische Angaben
- Autor: Teuvo Kohonen
- 2012, 3rd ed. 1989, 312 Seiten, Englisch
- Verlag: Springer Berlin Heidelberg
- ISBN-10: 3642881637
- ISBN-13: 9783642881633
- Erscheinungsdatum: 06.12.2012
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- Größe: 29 MB
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Englisch
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