Dr. Nikita S. Frolov Profile

Dr. Nikita S. Frolov

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Author

Publications (18)

Proceedings Article | 4 May 2021 Paper

Paper

Artificial neural network predicts inter-areal functional connectivity

Elena Pitsik, Nikita Frolov

Proceedings Volume 11847, 118470U (2021) https://doi.org/10.1117/12.2591376

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Proceedings Article | 4 May 2021 Paper

Paper

Age-related changes in the brain functional connectivity during motor initiation

Nikita Frolov, Elena Pitsik

Proceedings Volume 11847, 118470V (2021) https://doi.org/10.1117/12.2591775

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Proceedings Article | 9 April 2020 Paper

Paper

Control of dynamics of bistable neural network by an external pulse

Andrey Andreev, Nikita Frolov, Natalija Alexandrova, Marija Chaban

Proceedings Volume 11459, 114590W (2020) https://doi.org/10.1117/12.2563872

KEYWORDS: Neurons, Neural networks, Brain, Control systems, Numerical simulations, Neuroscience

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Proceedings Article | 9 April 2020 Paper

Paper

Inference of functional dependence in coupled chaotic systems using feed-forward neural network

Nikita Frolov, Vladimir Makarov

Proceedings Volume 11459, 114590X (2020) https://doi.org/10.1117/12.2563980

KEYWORDS: Oscillators, Complex systems, Systems modeling, Neural networks, Data modeling, Machine learning, Nonlinear dynamics, Signal processing

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Proceedings Article | 9 April 2020 Paper

Paper

Analysis of real and imaginary motor activity with combined EEG and fNIRS

Vadim Grubov, Artem Badarin, Nikita Frolov, Elena Pitsik

Proceedings Volume 11459, 114590B (2020) https://doi.org/10.1117/12.2564387

KEYWORDS: Electroencephalography, Brain, Wavelets, Electrodes, Time-frequency analysis, Continuous wavelet transforms, Hemodynamics, Near infrared spectroscopy, Brain-machine interfaces, Signal analyzers

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Proceedings Article | 9 April 2020 Paper

Paper

Network structure of children's brain activity during cognitive load

Alexander Hramov, Vadim Grubov, Nikita Frolov, Elena Pitsik, Marina Khramova

Proceedings Volume 11459, 1145909 (2020) https://doi.org/10.1117/12.2564343

KEYWORDS: Brain, Electroencephalography, Matrices, Sensors, Information visualization, Visualization, Functional magnetic resonance imaging, Positron emission tomography, Magnetoencephalography, Electrocardiography

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Proceedings Article | 9 April 2020 Paper

Paper

Network analysis of electrical activity in brain motor cortex during motor execution and motor imagery

Elena Pitsik, Nikita Frolov

Proceedings Volume 11459, 1145908 (2020) https://doi.org/10.1117/12.2563976

KEYWORDS: Brain, Electroencephalography, Data modeling, Motion analysis, Neuroscience

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Proceedings Article | 9 April 2020 Paper

Paper

Cognitive interaction via a brain-to-brain interface

Vladimir Maksimenko, Nikita Frolov, Vadim Grubov, Vladimir Nedaivozov

Proceedings Volume 11459, 1145906 (2020) https://doi.org/10.1117/12.2563869

KEYWORDS: Visualization, Electroencephalography, Electrodes, Brain, Wavelets, Visual analytics, Classification systems, Bandpass filters, Linear filtering, Neuroscience

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Proceedings Article | 9 April 2020 Paper

Paper

Interaction of bistable neurons leading to the complex network dynamics

Andrey Andreev, Natalija Malova, Ekaterina Borovkova, Nikita Frolov

Proceedings Volume 11459, 114590V (2020) https://doi.org/10.1117/12.2563866

KEYWORDS: Neurons, Brain, Neural networks, Systems modeling, Bistability

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Proceedings Article | 9 April 2020 Paper

Paper

Using artificial neural networks for classification of kinesthetic and visual imaginary movements by MEG data

Semen Kurkin, Parth Chholak, Guiomar Niso, Nikita Frolov, Alexander Pisarchik

Proceedings Volume 11459, 1145905 (2020) https://doi.org/10.1117/12.2563813

KEYWORDS: Visualization, Magnetoencephalography, Brain, Image classification, Visual analytics, Neuroimaging, Machine learning, Artificial neural networks, Electroencephalography, Linear filtering

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Proceedings Article | 9 April 2020 Paper

Paper

Features of motor-related brain activity revealed via recurrence quantification analysis

Elena Pitsik, Nikita Frolov

Proceedings Volume 11459, 1145904 (2020) https://doi.org/10.1117/12.2563542

KEYWORDS: Electroencephalography, Brain, Wavelets, Continuous wavelet transforms, Time-frequency analysis, Electromyography, Neuroscience

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Proceedings Article | 3 June 2019 Paper

Paper

Artificial intelligence systems for classifying EEG responses to imaginary and real movements of operators

Semen Kurkin, Elena Pitsik, Nikita Frolov

Proceedings Volume 11067, 1106709 (2019) https://doi.org/10.1117/12.2527730

KEYWORDS: Electroencephalography, Electrodes, Brain, Neurons, Image classification, Neuroimaging, Artificial intelligence, Intelligence systems, Artificial neural networks, Linear filtering

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Proceedings Article | 3 June 2019 Paper

Paper

Detection of EEG oscillatory patterns corresponding to human concentration of attention with help of perceptron type artificial neural network

Vadim Grubov, Nikita Frolov

Proceedings Volume 11067, 1106703 (2019) https://doi.org/10.1117/12.2527702

KEYWORDS: Electroencephalography, Brain, Artificial neural networks, Human subjects

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Proceedings Article | 3 June 2019 Paper

Paper

Study of EEG characteristics during the observation of an educational material

Nikita Frolov, Vladimir Nedajvozov, Vadim Grubov, Anastasija Runnova, Roman Kulanin

Proceedings Volume 11067, 1106702 (2019) https://doi.org/10.1117/12.2527696

KEYWORDS: Electroencephalography, Brain, Signal processing, Human subjects

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Proceedings Article | 13 February 2018 Paper

Paper

Effect of filtration of signals of brain activity on quality of recognition of brain activity patterns using artificial intelligence methods

Alexander Hramov, Nikita Frolov, Vyachaslav Yu. Musatov

Proceedings Volume 10493, 104931D (2018) https://doi.org/10.1117/12.2291675

KEYWORDS: Electroencephalography, Brain, Machine learning, Artificial intelligence, Bandpass filters, Neurons, Image classification, Artificial neural networks, Robotics, Signal processing

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Proceedings Article | 13 February 2018 Paper

Paper

Analysis of bistable perception based on MEG data

Vladimir Maksimenko, Nikita Frolov, Alexander Pisarchik

Proceedings Volume 10493, 104931G (2018) https://doi.org/10.1117/12.2291673

KEYWORDS: Brain, Magnetoencephalography, Visualization, Neuroimaging, Wavelets, Switches, Neural networks, Time-frequency analysis, Electroencephalography, Biomedical optics

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Proceedings Article | 3 March 2017 Paper

Paper

Numerical and analytical investigation of the chimera state excitation conditions in the Kuramoto-Sakaguchi oscillator network

Nikita Frolov, Mikhail Goremyko, Vladimir Makarov, Vladimir Maksimenko, Alexander Hramov

Proceedings Volume 10063, 100631H (2017) https://doi.org/10.1117/12.2251702

KEYWORDS: Systems modeling, Network security, Complex systems, Dynamical systems, Biological research, Physics, Biology, Arsenic, Oscillators, Brain, Neural networks, Analytical research, Mathematical modeling, Numerical simulations, Nonlinear dynamics, Neuroscience

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Proceedings Article | 21 April 2016 Paper

Paper

Perspective sub-THz powerful microwave generator "nanovircator" for T-rays biomedical diagnostics

Nikita Frolov, Semen Kurkin, Marina Khramova, Artem Badarin, Alexey Koronovskii, Alexey Pavlov, Alexander Hramov

Proceedings Volume 9917, 991721 (2016) https://doi.org/10.1117/12.2229627

KEYWORDS: Biomedical optics, Diagnostics, Microwave radiation, Terahertz radiation, Oscillators, Microelectronics, Virtual colonoscopy, Electron beams, Waveguides, Numerical simulations

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Showing 5 of 18 publications

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