Abstract:
MathBrain is a cloud-based application, distributed under Software as a Service model. This application provides access to several algorithms of the multichannel encephalography data analysis. Spectral methods include direct and inverse Fourier transforms and quantitative analysis. Statistical methods involve principal component analysis and independent component analysis. The field maps of elementary components can be used to solve the magnetic encephalography inverse problem and to display the result at the magnetic resonance image. The application is designed to be used in human brain studies without mathematical training.
Key words:
cloud computing, magnetic encephalography, spectral analysis, independent component analysis, inverse problem solution.
This work was partially supported by the Russian Foundation for Basic Research (grants 16-07-00937, 16-07-01000, 17-07-00677, 17-07-00686), by the Program I.33P for Fundamental Research of the Russian Academy of Sciences, and by the CRDF Global (USA) (grants CRDF RB1-2027 and RUB-7095-MO-13).
Received 04.04.2017, Published 02.05.2017
Document Type:
Article
UDC:
612.825+004.75
Language: English
Citation:
S. D. Rykunov, E. S. Oplachko, M. N. Ustinin, R. R. Llinás, “Methods for magnetic encephalography data analysis in MathBrain cloud service”, Mat. Biolog. Bioinform., 12:1 (2017), 176–185