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Self-Organizing Maps by Teuvo Kohonen (Paperback, 1997)

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About this product

Product Information

This is a study of the most popular artificial neural network algorithm in the unsupervized-learning category - the self-organizing map (SOM). This monograph discusses all the relevant aspects ranging from the history, motivation, fundamentals, theory, variants, advances, and applications, to the hardware of the SOMs. An extensive literature survey of over 2000 contemporary studies is also included. Thus, answers to the most frequently asked questions relating to this topic should be found in this volume.

Product Identifiers

PublisherSpringer-Verlag Berlin AND Heidelberg Gmbh & Co. KG

ISBN-139783540620174

eBay Product ID (ePID)88179424

Product Key Features

Number of Pages443 Pages

Publication NameSelf-Organizing Maps

LanguageEnglish

SubjectComputer Science

Publication Year1997

TypeTextbook

AuthorTeuvo Kohonen

SeriesSpringer Series in Information Sciences

FormatPaperback

Dimensions

Item Height235 mm

Item Weight680 g

Item Width155 mm

Volume30

Additional Product Features

Country/Region of ManufactureGermany

Title_AuthorTeuvo Kohonen