Self-Organizing Maps:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1997
|
| Ausgabe: | Second Edition |
| Schriftenreihe: | Springer Series in Information Sciences
30 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Self-Organizing Maps deals with the most popular artificial neural-network algorithm of the unsupervised-learning category, viz. the Self-Organizing Map (SOM). As this book is the main monograph on the subject, it discusses all the relevant aspects ranging from the history, motivation, fundamentals, theory, variants, advances, and applications, to the hardware of SOMs. An extensive literature survey of over 2000 contemporary studies is included. Thus, answers to the most frequently asked questions relating to this topic can be found in this volume. The subject is presented in a didactive manner and only a general theoretical background is required. The reader will be guided by the many case studies to the very frontier of modern research in this area |
| Beschreibung: | 1 Online-Ressource (XVII, 426p. 117 illus) |
| ISBN: | 9783642979668 9783540620174 |
| ISSN: | 0720-678X |
| DOI: | 10.1007/978-3-642-97966-8 |
Internformat
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Datensatz im Suchindex
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| dewey-tens | 570 - Biology |
| discipline | Physik Biologie |
| doi_str_mv | 10.1007/978-3-642-97966-8 |
| edition | Second Edition |
| format | Electronic eBook |
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| id | DE-604.BV042414122 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:20:54Z |
| institution | BVB |
| isbn | 9783642979668 9783540620174 |
| issn | 0720-678X |
| language | English |
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| physical | 1 Online-Ressource (XVII, 426p. 117 illus) |
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| spelling | Kohonen, Teuvo Verfasser aut Self-Organizing Maps by Teuvo Kohonen Second Edition Berlin, Heidelberg Springer Berlin Heidelberg 1997 1 Online-Ressource (XVII, 426p. 117 illus) txt rdacontent c rdamedia cr rdacarrier Springer Series in Information Sciences 30 0720-678X Self-Organizing Maps deals with the most popular artificial neural-network algorithm of the unsupervised-learning category, viz. the Self-Organizing Map (SOM). As this book is the main monograph on the subject, it discusses all the relevant aspects ranging from the history, motivation, fundamentals, theory, variants, advances, and applications, to the hardware of SOMs. An extensive literature survey of over 2000 contemporary studies is included. Thus, answers to the most frequently asked questions relating to this topic can be found in this volume. The subject is presented in a didactive manner and only a general theoretical background is required. The reader will be guided by the many case studies to the very frontier of modern research in this area Physics Mathematics Telecommunication Biophysics and Biological Physics Communications Engineering, Networks Mathematics, general Mathematik Selbstorganisierende Karte (DE-588)4305302-6 gnd rswk-swf Selbstorganisierende Karte (DE-588)4305302-6 s 1\p DE-604 https://doi.org/10.1007/978-3-642-97966-8 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kohonen, Teuvo Self-Organizing Maps Physics Mathematics Telecommunication Biophysics and Biological Physics Communications Engineering, Networks Mathematics, general Mathematik Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| subject_GND | (DE-588)4305302-6 |
| title | Self-Organizing Maps |
| title_auth | Self-Organizing Maps |
| title_exact_search | Self-Organizing Maps |
| title_full | Self-Organizing Maps by Teuvo Kohonen |
| title_fullStr | Self-Organizing Maps by Teuvo Kohonen |
| title_full_unstemmed | Self-Organizing Maps by Teuvo Kohonen |
| title_short | Self-Organizing Maps |
| title_sort | self organizing maps |
| topic | Physics Mathematics Telecommunication Biophysics and Biological Physics Communications Engineering, Networks Mathematics, general Mathematik Selbstorganisierende Karte (DE-588)4305302-6 gnd |
| topic_facet | Physics Mathematics Telecommunication Biophysics and Biological Physics Communications Engineering, Networks Mathematics, general Mathematik Selbstorganisierende Karte |
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