DocumentCode
1748817
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
Volume
3
fYear
2001
fDate
2001
Firstpage
1926
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location
Washington, DC
ISSN
1098-7576
Print_ISBN
0-7803-7044-9
Type
conf
DOI
10.1109/IJCNN.2001.938458
Filename
938458
Link To Document