A
A. Plotnikov
Researcher at University of Genoa
Publications - 2
Citations - 27
A. Plotnikov is an academic researcher from University of Genoa. The author has contributed to research in topics: Electroencephalography. The author has an hindex of 1, co-authored 1 publications receiving 24 citations.
Papers
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Proceedings ArticleDOI
Exploiting Real-Time EEG Analysis for Assessing Flow in Games
A. Plotnikov,N. Stakheika,Alessandro De Gloria,Carlotta Schatten,Francesco Bellotti,Riccardo Berta,C. Fiorini,Flavio Ansovini +7 more
TL;DR: The research work on the monitoring of the player flow status with a simple (4 electrode) commercial electroencephalogram (EEG) focuses on three consequential research questions: is it possible to statistically distinguish a flow from a boredom condition?
Stokes inversion techniques with neural networks: analysis of uncertainty in parameter estimation
Lukiya A. Mistryukova,A. Plotnikov,Aleksandr Khizhik,I. S. Knyazeva,Mikhail Hushchyn,Denis Derkach +5 more
TL;DR: This paper provides end-to-end inversion codes based on the simple Milne-Eddington model of the stellar atmosphere and deep neural networks to both parameter estimation and their uncertainty intervals and demonstrates that the proposed architecture provides high accuracy of results, including a reliable uncertainty estimation, even in the multidimensional case.