Self-Organizing Maps:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1995
|
| Schriftenreihe: | Springer Series in Information Sciences
30 |
| Schlagwörter: | |
| Links: | https://doi.org/10.1007/978-3-642-97610-0 |
| Beschreibung: | The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technolgies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor |
| Umfang: | 1 Online-Ressource (XVI, 362p. 94 illus., 1 illus. in color) |
| ISBN: | 9783642976100 9783642976124 |
| ISSN: | 0720-678X |
| DOI: | 10.1007/978-3-642-97610-0 |
Internformat
MARC
| LEADER | 00000nam a2200000zcb4500 | ||
|---|---|---|---|
| 001 | BV042414114 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 150316s1995 xx o|||| 00||| eng d | ||
| 020 | |a 9783642976100 |c Online |9 978-3-642-97610-0 | ||
| 020 | |a 9783642976124 |c Print |9 978-3-642-97612-4 | ||
| 024 | 7 | |a 10.1007/978-3-642-97610-0 |2 doi | |
| 035 | |a (OCoLC)863878779 | ||
| 035 | |a (DE-599)BVBBV042414114 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-91 |a DE-83 | ||
| 082 | 0 | |a 571.4 |2 23 | |
| 084 | |a PHY 000 |2 stub | ||
| 100 | 1 | |a Kohonen, Teuvo |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Self-Organizing Maps |c by Teuvo Kohonen |
| 264 | 1 | |a Berlin, Heidelberg |b Springer Berlin Heidelberg |c 1995 | |
| 300 | |a 1 Online-Ressource (XVI, 362p. 94 illus., 1 illus. in color) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Springer Series in Information Sciences |v 30 |x 0720-678X | |
| 500 | |a The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technolgies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor | ||
| 650 | 4 | |a Physics | |
| 650 | 4 | |a Mathematics | |
| 650 | 4 | |a Telecommunication | |
| 650 | 4 | |a Biophysics and Biological Physics | |
| 650 | 4 | |a Communications Engineering, Networks | |
| 650 | 4 | |a Mathematics, general | |
| 650 | 4 | |a Mathematik | |
| 650 | 0 | 7 | |a Selbstorganisierende Karte |0 (DE-588)4305302-6 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Selbstorganisierende Karte |0 (DE-588)4305302-6 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-642-97610-0 |x Verlag |3 Volltext |
| 912 | |a ZDB-2-PHA | ||
| 912 | |a ZDB-2-BAE | ||
| 940 | 1 | |q ZDB-2-PHA_Archive | |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-027849607 | |
Datensatz im Suchindex
| DE-BY-TUM_katkey | 2063431 |
|---|---|
| _version_ | 1821931305442476032 |
| any_adam_object | |
| author | Kohonen, Teuvo |
| author_facet | Kohonen, Teuvo |
| author_role | aut |
| author_sort | Kohonen, Teuvo |
| author_variant | t k tk |
| building | Verbundindex |
| bvnumber | BV042414114 |
| classification_tum | PHY 000 |
| collection | ZDB-2-PHA ZDB-2-BAE |
| ctrlnum | (OCoLC)863878779 (DE-599)BVBBV042414114 |
| dewey-full | 571.4 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 571 - Physiology & related subjects |
| dewey-raw | 571.4 |
| dewey-search | 571.4 |
| dewey-sort | 3571.4 |
| dewey-tens | 570 - Biology |
| discipline | Physik Biologie |
| doi_str_mv | 10.1007/978-3-642-97610-0 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02413nam a2200505zcb4500</leader><controlfield tag="001">BV042414114</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">150316s1995 xx o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783642976100</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-642-97610-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783642976124</subfield><subfield code="c">Print</subfield><subfield code="9">978-3-642-97612-4</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-642-97610-0</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)863878779</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV042414114</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">571.4</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">PHY 000</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kohonen, Teuvo</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Self-Organizing Maps</subfield><subfield code="c">by Teuvo Kohonen</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin, Heidelberg</subfield><subfield code="b">Springer Berlin Heidelberg</subfield><subfield code="c">1995</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (XVI, 362p. 94 illus., 1 illus. in color)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Springer Series in Information Sciences</subfield><subfield code="v">30</subfield><subfield code="x">0720-678X</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">The Self-Organizing Map (SOM) algorithm was introduced by the author in 1981. Its theory and many applications form one of the major approaches to the contemporary artificial neural networks field, and new technolgies have already been based on it. The most important practical applications are in exploratory data analysis, pattern recognition, speech analysis, robotics, industrial and medical diagnostics, instrumentation, and control, and literally hundreds of other tasks. In this monograph the mathematical preliminaries, background, basic ideas, and implications are expounded in a clear, well-organized form, accessible without prior expert knowledge. Still the contents are handled with theoretical rigor</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Physics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Telecommunication</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biophysics and Biological Physics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Communications Engineering, Networks</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics, general</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Selbstorganisierende Karte</subfield><subfield code="0">(DE-588)4305302-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Selbstorganisierende Karte</subfield><subfield code="0">(DE-588)4305302-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-642-97610-0</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-PHA</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-BAE</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-PHA_Archive</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027849607</subfield></datafield></record></collection> |
| id | DE-604.BV042414114 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:10:30Z |
| institution | BVB |
| isbn | 9783642976100 9783642976124 |
| issn | 0720-678X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027849607 |
| oclc_num | 863878779 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-83 |
| owner_facet | DE-91 DE-BY-TUM DE-83 |
| physical | 1 Online-Ressource (XVI, 362p. 94 illus., 1 illus. in color) |
| psigel | ZDB-2-PHA ZDB-2-BAE ZDB-2-PHA_Archive |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer Berlin Heidelberg |
| record_format | marc |
| series2 | Springer Series in Information Sciences |
| 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 |
| url | https://doi.org/10.1007/978-3-642-97610-0 |
| work_keys_str_mv | AT kohonenteuvo selforganizingmaps |