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

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

Дәйексөз келтіру

Толық мәтін

Ашық рұқсат
Рұқсат жабық

Рұқсат берілді
Рұқсат жабық

Тек жазылушылар үшін

Аннотация
Авторлар туралы
Әдебиет тізімі
Қосымша файлдар
Статистика

Аннотация

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.