Self-organization and associative memory
3rd ed.
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Word Count
78,000 words, Guess
Page Count
312 pages
Identifiers
- Internet Archiveselforganization0000koho
- ISBN-100387513876
- ISBN-139780387513874
- Goodreads5517788
- LibraryThing243614
and 3 more
- Library of Congress Control Number89019681
- OCLC Control Number20015322
- Open LibraryOL2198911M
Classifications
- DDC003/.7
- LCCQ325 .K64 1989
Description
This monograph gives a tutorial treatment of new approaches to self-organization, adaptation, learning and memory. It is based on recent research results, both mathematical and computer simulations, and lends itself to graduate and postgraduate courses in the natural sciences. The book presents new formalisms of pattern processing: orthogonal projectors, optimal associative mappings, novelty filters, subspace methods, feature-sensitive units, and self-organization of topological maps, with all their computable algorithms. The main objective is to provide an understanding of the properties of information representations from a general point of view and of their use in pattern information processing, as well as an understanding of many functions of the brain. In the second edition two new chapters on neural computing and optical associative memories have been added.
Subjects
Topics
Other Editions
- Self-organization and associative memory
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