SOMMER: self-organising maps for education and research.
SOMMER is a publicly available, Java-based toolbox for training and visualizing two- and three-dimensional unsupervised self-organizing maps (SOMs). Various map topologies are implemented for planar rectangular, toroidal, cubic-surface and spherical projections. The software allows for visualization of the training process, which has been shown to be particularly valuable for teaching purposes.
Schmuker
Michael
M
Institute of Organic Chemistry and Chemical Biology, Johann Wolfgang Goethe-University, Siesmayerstr. 70, 60323, Frankfurt, Germany.
Schwarte
Florian
F
Brück
André
A
Proschak
Ewgenij
E
Tanrikulu
Yusuf
Y
Givehchi
Alireza
A
Scheiffele
Kai
K
Schneider
Gisbert
G
D000465:Algorithms; D001185:Artificial Intelligence; D002626:Chemistry, Pharmaceutical / Q000379:methods; D003196:Computer Graphics; D003198:Computer Simulation; D015195:Drug Design; D008956:Models, Chemical; D008958:Models, Molecular; D015233:Models, Statistical; D016571:Neural Networks, Computer; D010363:Pattern Recognition, Automated; D011381:Programming Languages; D012984:Software