Algorithm for Processing and Analysis of Raman Spectra using Neural Networks

E. V. Dyachkov; M. A. Kazaryan; A. V. Obkhodskiy; E. V. Obkhodskaya; A. S. Popov; V. I. Sachkov

doi:10.3103/S1068335618110015

Algorithm for Processing and Analysis of Raman Spectra using Neural Networks

Authors: Dyachkov E.V.¹, Kazaryan M.A.², Obkhodskiy A.V.¹, Obkhodskaya E.V.¹, Popov A.S.¹, Sachkov V.I.¹
Affiliations:
1. National Research Tomsk State University
2. Lebedev Physical Institute
Issue: Vol 45, No 11 (2018)
Pages: 331-333
Section: Article
URL: https://journals.rcsi.science/1068-3356/article/view/228734
DOI: https://doi.org/10.3103/S1068335618110015
ID: 228734

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Abstract

The solution of the problem of processing of a large data set when analyzing Raman spectra of a gas mixture is considered. The algorithm is based on the artificial neural network. Conditions for the use of neural networks in solving practical problems of real-time analyzing spectra, including that for remote search for heavy hydrocarbons are determined. The algorithm speed is estimated using computer aids with sequential and parallel data processing.