Research Catalog
Self-Organization and Associative Memory / by Teuvo Kohonen.
- Title
- Self-Organization and Associative Memory / by Teuvo Kohonen.
- Author
- Kohonen, Teuvo
- Publication
- Berlin, Heidelberg : Springer Berlin Heidelberg, 1989.
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | Q 325 K795s 1989 | Off-site |
Details
- Description
- XV, 312 pages : illustrations; 24 cm.
- Summary
- 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 third edition two new discussions have been added and a proof has been revised. The author has developed this book from Associative Memory - A System-Theoretical Approach (Volume 17 of Springer Series in Communication and Cybernetics, 1977), the first ever monograph on distributed associative memories.
- Series Statement
- Springer Series in Information Sciences, 0720-678X ; 8
- Uniform Title
- Springer Series in Information Sciences ; 8.
- Subjects
- Software Engineering/Programming and Operating Systems
- Appl.Mathematics/Computational Methods of Engineering
- Biophysics and Biological Physics
- Biomedicine
- Artificial Intelligence
- Software
- Memory > physiology
- Engineering mathematics
- Artificial intelligence
- Software engineering
- Medicine
- Neurosciences
- Computers
- Computer input-output equipment
- Artificial Intelligence (incl. Robotics)
- Bibliography (note)
- Bibliography: p. [289]-299.
- Bibliography on pattern recognition: p. [285]-287.
- Processing Action (note)
- committed to retain
- ISBN
- 9783642881633
- 9783540513872
- LCCN
- 10.1007/978-3-642-88163-3
- OCLC
- 957694413
- SCSB-14251421
- Owning Institutions
- Harvard Library