1988 SelfOrgAndAssociativeMemory

• (Kohonen, 1988) ⇒ Teuvo Kohonen. (1988). “Self-Organization and Associative Memory.” In: Springer-Verlag. ISBN:3540183140

Subject Headings: Self-Organization.

Cited By

• ~8590 http://scholar.google.com/scholar?cluster=17419752098155221510

Quotes

Abstract

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.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
1988 SelfOrgAndAssociativeMemory	Teuvo Kohonen			Self-Organization and Associative Memory		Springer-Verlag				1988