Prof. Evegeny Burnaev Profile

Prof. Evegeny Burnaev

at Skolkovo Univ. of Science and Technology

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 7 June 2023 Paper

Autoencoders with deformable convolutions for latent representation of EEG spectrograms in classification tasks

Maria Zubrikhina, Dmitrii Masnyi, Rifat Hamoudi, Hamid Alhaj, Bashar Issa, Almira Kustubaeva, Altyngul Kamzanova, Manzura Zholdassova, Alexander Bernstein, Evgeny Burnaev, Alexey Artemov, Maxim Sharaev

Proceedings Volume 12701, 127011D (2023) https://doi.org/10.1117/12.2679806

KEYWORDS: Electroencephalography, Data modeling, Deformation, Convolution, Feature extraction, Machine learning, 3D modeling

Read Abstract +

Proceedings Article | 5 March 2022 Paper

Homological assessment of data representations

Serguei Barannikov, Ilya Trofimov, Ekaterina Trimbach, Jun Wang, Evgeny Burnaev

Proceedings Volume 12084, 120840C (2022) https://doi.org/10.1117/12.2623460

KEYWORDS: Applied mathematics, Computational mathematics, Mathematics, Feature extraction, Visualization, Machine learning, Physics, Matrices, Machine vision, Computer vision technology

Read Abstract +