| Title |
Vizualizavimo paklaidos lygiagrečiose SAMANN algoritmo realizacijose / |
| Translation of Title |
Mapping error in the parallel realizations of SAMANN algorithm. |
| Authors |
Medvedev, Viktor ; Dzemyda, Gintautas |
| DOI |
10.15388/LMR.2004.32221 |
| Full Text |
|
| Is Part of |
Lietuvos matematikos rinkinys. 2004, T. 44, spec, Nr, p. 649-654.. ISSN 0132-2818 |
| Keywords [eng] |
Neural networks ; Algorithm, SAMANN ; Mapping, Sammon's ; Visualization |
| Abstract [eng] |
In this paper we discuss the visualization of multidimensional vectors. A well-known procedure for mapping data from a high-dimensional space onto a lower-dimensional one is Sammon's mapping. This algorithm preserves as well as possible all inter-pattern distances. We investigate an unsupervised backpropagation algorithm to train a multilayer feed-forward neural netwok (SAMANN) to perform the Sammon's nonlinear projection and propose a parallel algorithm for SAMANN network. |
| Type |
Journal article |
| Language |
Lithuanian |
| Publication date |
2004 |
| CC license |
|
