Teuvo Kohonen - Böcker

Self-organizing maps (SOM) have proven to be of significant economic value in the areas of finance, economic and marketing applications. As a result, this area is rapidly becoming a non-academic technology. This book looks at near state-of-the-art...

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Self-organizing maps (SOM) have proven to be of significant economic value in the areas of finance, economic and marketing applications. As a result, this area is rapidly becoming a non-academic technology. This book looks at near state-of-the-art...

Läs mer »

Due to continual progress in the large-scale integration of semiconductor circuits, parallel computing principles can already be met in low-cost sys tems: numerous examples exist in image processing, for which special hard ware is implementable wi...

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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...

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Since the second edition of this book came out in early 1997, the number of scientific papers published on the Self-Organizing Map (SOM) has increased from about 1500 to some 4000. Also, two special workshops dedicated to the SOM have been organiz...

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Self-organizing maps (SOM) have proven to be of significant economic value in the areas of finance, economic and marketing applications. As a result, this area is rapidly becoming a non-academic technology. This book looks at near state-of-the-art...

Läs mer »

Since the second edition of this book came out in early 1997, the number of scientific papers published on the Self-Organizing Map (SOM) has increased from about 1500 to some 4000. Also, two special workshops dedicated to the SOM have been organiz...

Läs mer »

Due to continual progress in the large-scale integration of semiconductor circuits, parallel computing principles can already be met in low-cost sys- tems: numerous examples exist in image processing, for which special hard- ware is implementable ...

Läs mer »

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...

Läs mer »

The book we have at hand is the fourth monograph I wrote for Springer- Verlag. The previous one named "e;Self-Organization and Associative Mem- ory"e; (Springer Series in Information Sciences, Volume 8) came out in 1984. Since then the sel...

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The second, revised edition of this book was suggested by the impressive sales of the first edition. Fortunately this enabled us to incorporate new important results that had just been obtained. The ASSOM (Adaptive-Subspace SOM) is a new architect...

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Two significant things have happened since the writing of the first edition in 1983. One of them is recent arousal of strong interest in general aspects of "e;neural computing"e;, or "e;neural networks"e;, as the previous neural mo...

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