skip to content
Self-organizing maps : with 22 tables Preview this item
ClosePreview this item
Checking...

Self-organizing maps : with 22 tables

Author: Teuvo Kohonen
Publisher: Berlin [u.a.] : Springer, 2001.
Series: Physics and astronomy online library.; Springer series in information sciences, 30.
Edition/Format:   Print book : English : 3. edView all editions and formats
Database:WorldCat
Summary:

The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. Many fields of science have adopted the SOM as a  Read more...

Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Document Type: Book
All Authors / Contributors: Teuvo Kohonen
ISBN: 3540679219 9783540679219
OCLC Number: 247696675
Description: XX, 501 S : Ill., graph. Darst.
Contents: 1. Mathematical Preliminaries.- 2. Neural Modeling.- 3. The Basic SOM.- 4. Physiological Interpretation of SOM.- 5. Variants of SOM.- 6. Learning Vector Quantization.- 7. Applications.- 8. Software Tools for SOM.- 9. Hardware for SOM.- 10. An Overview of SOM Literature.- 11. Glossary of "Neural" Terms.- References.
Series Title: Physics and astronomy online library.; Springer series in information sciences, 30.
Responsibility: Teuvo Kohonen.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/247696675> # Self-organizing maps : with 22 tables
    a schema:Book, schema:CreativeWork ;
   library:oclcnum "247696675" ;
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/gw> ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/18654716#Place/berlin_u_a> ; # Berlin u.a.
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/selbstorganisierende_karte> ; # Selbstorganisierende Karte
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/neuronales_netz_algorithmus> ; # Neuronales Netz--Algorithmus
   schema:about <http://id.worldcat.org/fast/1036260> ; # Neural networks (Computer science)
   schema:about <http://id.worldcat.org/fast/1111790> ; # Self-organizing maps
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/self_organizing_maps> ; # Self-organizing maps
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/selbstorganisierende_karte_swd_id_43053026> ; # Selbstorganisierende Karte ; SWD-ID: 43053026
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/algorithmus_neuronales_netz> ; # Algorithmus--Neuronales Netz
   schema:about <http://dewey.info/class/006.32/> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/18654716#Topic/neural_networks_computer_science> ; # Neural networks Computer science
   schema:bookEdition "3. ed." ;
   schema:bookFormat bgn:PrintBook ;
   schema:creator <http://experiment.worldcat.org/entity/work/data/18654716#Person/kohonen_teuvo> ; # Teuvo Kohonen
   schema:datePublished "2001" ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/18654716> ;
   schema:inLanguage "en" ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/18654716#Series/springer_series_in_information_sciences> ; # Springer series in information sciences ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/18654716#Series/physics_and_astronomy_online_library> ; # Physics and astronomy online library.
   schema:name "Self-organizing maps : with 22 tables" ;
   schema:productID "247696675" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/247696675#PublicationEvent/berlin_u_a_springer_2001> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/18654716#Agent/springer> ; # Springer
   schema:workExample <http://worldcat.org/isbn/9783540679219> ;
   umbel:isLike <http://d-nb.info/959984968> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/247696675> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/18654716#Person/kohonen_teuvo> # Teuvo Kohonen
    a schema:Person ;
   schema:familyName "Kohonen" ;
   schema:givenName "Teuvo" ;
   schema:name "Teuvo Kohonen" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Series/physics_and_astronomy_online_library> # Physics and astronomy online library.
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/247696675> ; # Self-organizing maps : with 22 tables
   schema:name "Physics and astronomy online library." ;
   schema:name "Physics and astronomy online library" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Series/springer_series_in_information_sciences> # Springer series in information sciences ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/247696675> ; # Self-organizing maps : with 22 tables
   schema:name "Springer series in information sciences ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/algorithmus_neuronales_netz> # Algorithmus--Neuronales Netz
    a schema:Intangible ;
   schema:name "Algorithmus--Neuronales Netz" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/neural_networks_computer_science> # Neural networks Computer science
    a schema:Intangible ;
   schema:name "Neural networks Computer science" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/neuronales_netz_algorithmus> # Neuronales Netz--Algorithmus
    a schema:Intangible ;
   schema:name "Neuronales Netz--Algorithmus" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/selbstorganisierende_karte> # Selbstorganisierende Karte
    a schema:Intangible ;
   schema:name "Selbstorganisierende Karte" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/selbstorganisierende_karte_swd_id_43053026> # Selbstorganisierende Karte ; SWD-ID: 43053026
    a schema:Intangible ;
   schema:name "Selbstorganisierende Karte ; SWD-ID: 43053026" ;
    .

<http://experiment.worldcat.org/entity/work/data/18654716#Topic/self_organizing_maps> # Self-organizing maps
    a schema:Intangible ;
   schema:name "Self-organizing maps" ;
    .

<http://id.worldcat.org/fast/1036260> # Neural networks (Computer science)
    a schema:Intangible ;
   schema:name "Neural networks (Computer science)" ;
    .

<http://id.worldcat.org/fast/1111790> # Self-organizing maps
    a schema:Intangible ;
   schema:name "Self-organizing maps" ;
    .

<http://worldcat.org/isbn/9783540679219>
    a schema:ProductModel ;
   schema:isbn "3540679219" ;
   schema:isbn "9783540679219" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.