Visual and kinesthetic modes affect motor imagery classification in untrained subjects
Chholak, Parth, Niso, Guiomar, Maksimenko, Vladimir A, Kurkin, Semen A, Frolov, Nikita S, Pitsik, Elena N, Hramov, Alexander E, Pisarchik, Alexander N
Published in Scientific reports (08.07.2019)
Published in Scientific reports (08.07.2019)
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Journal Article
Artificial Neural Network Classification of Motor-Related EEG: An Increase in Classification Accuracy by Reducing Signal Complexity
Pisarchik, Alexander N., Efremova, Tatyana Yu, Runnova, Anastasia E., Musatov, Vyacheslav Yu, Pitsik, Elena N., Kurkin, Semen A., Maksimenko, Vladimir A., Hramov, Alexander E.
Published in Complexity (New York, N.Y.) (01.01.2018)
Published in Complexity (New York, N.Y.) (01.01.2018)
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Journal Article
Extreme value theory inspires explainable machine learning approach for seizure detection
Karpov, Oleg E, Grubov, Vadim V, Maksimenko, Vladimir A, Kurkin, Semen A, Smirnov, Nikita M, Utyashev, Nikita P, Andrikov, Denis A, Shusharina, Natalia N, Hramov, Alexander E
Published in Scientific reports (06.07.2022)
Published in Scientific reports (06.07.2022)
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Journal Article
Monitoring the Cortical Activity of Children and Adults during Cognitive Task Completion
Khramova, Marina V., Kuc, Alexander K., Maksimenko, Vladimir A., Frolov, Nikita S., Grubov, Vadim V., Kurkin, Semen A., Pisarchik, Alexander N., Shusharina, Natalia N., Fedorov, Alexander A., Hramov, Alexander E.
Published in Sensors (Basel, Switzerland) (08.09.2021)
Published in Sensors (Basel, Switzerland) (08.09.2021)
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Journal Article
Evaluation of Unsupervised Anomaly Detection Techniques in Labelling Epileptic Seizures on Human EEG
Karpov, Oleg E, Khoymov, Matvey S, Maksimenko, Vladimir A, Grubov, Vadim V, Utyashev, Nikita, Andrikov, Denis A, Kurkin, Semen A, Hramov, Alexander E
Published in Applied sciences (01.05.2023)
Published in Applied sciences (01.05.2023)
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Journal Article
Event-Related Coherence in Visual Cortex and Brain Noise: An MEG Study
Chholak, Parth, Kurkin, Semen A., Hramov, Alexander E., Pisarchik, Alexander N.
Published in Applied sciences (01.01.2021)
Published in Applied sciences (01.01.2021)
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Journal Article
Open-Loop Neuroadaptive System for Enhancing Student's Cognitive Abilities in Learning
Grubov, Vadim V., Khramova, Marina V., Goman, Sergey, Badarin, Artem A., Kurkin, Semen A., Andrikov, Denis A., Pitsik, Elena, Antipov, Vladimir, Petushok, Elena, Brusinskii, Nikita, Bukina, Tatyana, Fedorov, Alexander A., Hramov, Alexander E.
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Toward interpretability of machine learning methods for the classification of patients with major depressive disorder based on functional network measures
Andreev, Andrey V, Kurkin, Semen A, Stoyanov, Drozdstoy, Badarin, Artem A, Paunova, Rossitsa, Hramov, Alexander E
Published in Chaos (Woodbury, N.Y.) (01.06.2023)
Published in Chaos (Woodbury, N.Y.) (01.06.2023)
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Journal Article
Central pattern generator based on self-sustained oscillator coupled to a chain of oscillatory circuits
Kurkin, Semen A, Kulminskiy, Danil D, Ponomarenko, Vladimir I, Prokhorov, Mikhail D, Astakhov, Sergey V, Hramov, Alexander E
Published in Chaos (Woodbury, N.Y.) (01.03.2022)
Published in Chaos (Woodbury, N.Y.) (01.03.2022)
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Journal Article
Analysis of Publication Activity and Research Trends in the Field of AI Medical Applications: Network Approach
Karpov, Oleg E, Pitsik, Elena N, Kurkin, Semen A, Maksimenko, Vladimir A, Gusev, Alexander V, Shusharina, Natali N, Hramov, Alexander E
Published in International journal of environmental research and public health (30.03.2023)
Published in International journal of environmental research and public health (30.03.2023)
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Journal Article
Two-Stage Approach With Combination of Outlier Detection Method and Deep Learning Enhances Automatic Epileptic Seizure Detection
Grubov, Vadim V., Nazarikov, Sergei I., Kurkin, Semen A., Utyashev, Nikita P., Andrikov, Denis A., Karpov, Oleg E., Hramov, Alexander E.
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Higher-order modes excitation in generator with photonic crystal
Badarin, Artem A., Kurkin, Semen A., Frolov, Nikita S., Koronovskii, Alexey A., Hramov, Alexander E., Rak, Alexey O.
Published in Results in physics (01.12.2019)
Published in Results in physics (01.12.2019)
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Journal Article
Differences in the resting-state functional brain networks of patients with major depressive disorder and bipolar disorder
Khorev, Vladimir, Kurkin, Semen A., Paunova, Rositsa, Stoyanov, Drozdstoy
Published in 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) (18.09.2023)
Published in 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) (18.09.2023)
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Conference Proceeding
Possibilities and features of the elementary cognitive and educational functions development
Bukina, Tatyana V., Kurkin, Semen A., Khramova, Marina V., Badarin, Artem A.
Published in 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) (18.09.2023)
Published in 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) (18.09.2023)
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Conference Proceeding