Self-organizing neural networks : recent advances and applications /
This compilation contains new theoretical work as well as up-to-date applications contributed by some of the world leaders of current SOM research. It is a compact and vivid collection of almost all aspects of current research on Self-Organizing Maps, ranging from theoretical work, several technical...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Heidelberg ; New York :
Physica-Verlag,
[2001]
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| Series: | Studies in fuzziness and soft computing ;
vol. 78. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | This compilation contains new theoretical work as well as up-to-date applications contributed by some of the world leaders of current SOM research. It is a compact and vivid collection of almost all aspects of current research on Self-Organizing Maps, ranging from theoretical work, several technical and non-technical applications, numerical and implementation details on sequential and parallel hardware to self-organisation with spiking neurons. An overture, given by Teuvo Kohonen, builds a bridge from the development of the fundamentals to the many extensions, modifications and applications which have made this neural network architecture so successful. |
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| Physical Description: | 1 online resource (xiv, 278 pages) : illustrations. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9783790818109 (electronic bk.) 3790818100 (electronic bk.) 9783662003435 (print) 3662003430 (print) |