Kostiantyn Kostiukevych

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” — UA

Neuroscience · Life Sciences

3h-index18citations3works0.02yr avg

Accepting Students?

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Research Topics

EEG and Brain-Computer Interfaces(3), Neural dynamics and brain function(2), Neural Networks and Applications(1), Advanced Memory and Neural Computing(1), Complex Systems and Time Series Analysis(1)

Publications3 total

Deep Learning with Noise Data Augmentation and Detrended Fluctuation Analysis for Physical Action Classification by Brain-Computer Interface

4 cited

2021· 4 cited

Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface

6 cited

2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)·2021· 6 cited

Deep Learning for Grasp-and-Lift Movement Forecasting Based on Electroencephalography by Brain-Computer Interface

8 cited

Lecture notes on data engineering and communications technologies·2021· 8 cited

Frequent Co-authors

Yuri Gordienko(3), Nikita Gordienko(3), Oleksandr Rokovyi(3), Oleg Alienin(3), Sergii Stirenko(2), Sergii Stirenko(1)