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Books > Science & Mathematics > Physics > Applied physics & special topics > Biophysics
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Self-Organization and Associative Memory (Paperback, 3rd ed.)
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Self-Organization and Associative Memory (Paperback, 3rd ed.)
Series: Springer Series in Information Sciences, 8
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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.
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