Self-Organization and Associative Memory
Kohonen, Teuvo
Produktnummer:
1834abda124b264c4bb63f8d7ea941aae0
Autor: | Kohonen, Teuvo |
---|---|
Themengebiete: | adaptation algorithm algorithms associative memory biology biophysics communication computer cybernetics information processing |
Veröffentlichungsdatum: | 14.09.1989 |
EAN: | 9783540513872 |
Auflage: | 3 |
Sprache: | Englisch |
Seitenzahl: | 312 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer Berlin |
Produktinformationen "Self-Organization and Associative Memory"
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.

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