Title :
Independent component analysis applications in physics
Author :
Nayeri, Soudabeh ; Unadkat, Samir ; Patel, Hitesh ; Schulte, Theodor ; Medsker, Larry
Author_Institution :
Dept. of Phys., American Univ., Washington, DC, USA
Abstract :
No previous application of independent component analysis (ICA) to problems in physics has been reported in the literature, but the present work has identified promising opportunities for future exploration. Preliminary results are reported for some particular applications including one that improves the analysis of angular distribution spectra from nuclear reactions
Keywords :
data analysis; neural nets; physics; statistical analysis; angular distribution spectra; independent component analysis; nuclear reactions; physics; Acoustic measurements; Biomedical acoustics; Data analysis; Independent component analysis; Optical imaging; Physics; Pollution measurement; Signal processing algorithms; Source separation; Testing;
Conference_Titel :
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-7044-9
DOI :
10.1109/IJCNN.2001.938458
