Classification of ultraviolet stellar spectra using artificial neural networks

Details Classification of ultraviolet stellar spectra using artificial neural networks Classification of ultraviolet stellar spectra using artificial neural networks

Mar 1996

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1996basi...24...21g&link_type=abstract

Bulletin of the Astronomical Soceity of India, vol. 24, p.21

Astronomy and Astrophysics

Astronomy

3

Stars: Stellar Classification, Galaxies: Stellar Content, Methods: Statistical

Scientific paper

Scheme based on the artificial neural networks (ANNs) trained with multi-layer back propagation using single level network for classifying ultraviolet spectra in the IUE Low-Dispersion Spectra Reference Atlas is presented. We compare the classification results obtained from single-level network with the one from multi-level neural tree network. Both the schemes could successfully classify the test set of spectra in terms of spectral type as well as luminosity.

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