Self-Organization and Associative Memory

Self-Organization and Associative Memory
Author :
Publisher : Springer Science & Business Media
Total Pages : 325
Release :
ISBN-10 : 9783642881633
ISBN-13 : 3642881637
Rating : 4/5 (637 Downloads)

Book Synopsis Self-Organization and Associative Memory by : Teuvo Kohonen

Download or read book Self-Organization and Associative Memory written by Teuvo Kohonen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Self-Organization and Associative Memory Related Books

Self-Organization and Associative Memory
Language: en
Pages: 325
Authors: Teuvo Kohonen
Categories: Medical
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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.
Self-organization and Associative Memory
Language: en
Pages: 255
Authors: Teuvo Kohonen
Categories: Associative storage
Type: BOOK - Published: 1984 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Self-Organizing Maps
Language: en
Pages: 514
Authors: Teuvo Kohonen
Categories: Science
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 rese
Parallel Models of Associative Memory
Language: en
Pages: 350
Authors: Geoffrey E. Hinton
Categories: Psychology
Type: BOOK - Published: 2014-02-25 - Publisher: Psychology Press

DOWNLOAD EBOOK

This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developme
Pattern Recognition by Self-organizing Neural Networks
Language: en
Pages: 724
Authors: Gail A. Carpenter
Categories: Computers
Type: BOOK - Published: 1991 - Publisher: MIT Press

DOWNLOAD EBOOK

Pattern Recognition by Self-Organizing Neural Networks presentsthe most recent advances in an area of research that is becoming vitally important in the fields