Pregled bibliografske jedinice broj: 877545
Brief Review of Self-Organizing Maps
Brief Review of Self-Organizing Maps // MIPRO 2017 - CTS (conference CD) / Petar Biljanović (ur.).
Rijeka, 2017. str. 1252-1257 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 877545 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Brief Review of Self-Organizing Maps
Autori
Miljković, Dubravko
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
MIPRO 2017 - CTS (conference CD)
/ Petar Biljanović - Rijeka, 2017, 1252-1257
ISBN
978-953-233-093-9
Skup
MIPRO 2017
Mjesto i datum
Opatija, Hrvatska, 22.05.2017. - 26.05.2017
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
self-organizing maps, neural networks, clustering, visualization, classification
Sažetak
As a particular type of artificial neural networks, self-organizing maps (SOMs) are trained using an unsupervised, competitive learning to produce a low- dimensional, discretized representation of the input space of the training samples, called a feature map. Such a map retains principle features of the input data. Self-organizing maps are known for its clustering, visualization and classification capabilities. In this brief review paper basic tenets, including motivation, architecture, math description and applications are reviewed.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
