Special Issue “Advances in Neuroimaging Data Processing” by Alexander. E. Hramov, Alexander. N. Pisarchik

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Convolutional Neural Network Outperforms Graph Neural Network on the Spatially Variant Graph Data by Anna Boronina, Vladimir Maksimenko, Alexander E. Hramov

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Loss of neuron network coherence induced by virus-infected astrocytes: a model study by Sergey V. Stasenko, Alexander E. Hramov, Victor B. Kazantsev

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Age-Related Changes in Functional Connectivity during the Sensorimotor Integration Detected by Artificial Neural Network by Elena N. Pitsik, Nikita S. Frolov, Natalia Shusharina, Alexander E. Hramov

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Current Trends in the Development of Neuroscientific Research in Education by Marina V. Khramova Khramova, Alexander E. Hramov, Alexander A. Fedorov

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Explainable Machine Learning Methods for Classification of Brain States during Visual Perception by Robiul Islam, Andrey V. Andreev, Natalia N. Shusharina, Alexander E. Hramov

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Event-Related Coherence in Visual Cortex and Brain Noise: An MEG Study by Parth Chholak, Semen A. Kurkin, Alexander E. Hramov, Alexander N. Pisarchik

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Prevalence of neuromyths among students and pre-service teachers by Marina V. Khramova, Tatyana V. Bukina, Nikita M. Smirnov, Semen A. Kurkin, Alexander E. Hramov

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Monitoring Brain State and Behavioral Performance during Repetitive Visual Stimulation by Alexander K. Kuc, Semen A. Kurkin, Vladimir A. Maksimenko, Alexander N. Pisarchik, Alexander E. Hramov

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Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations by Alexey N. Pavlov, Elena N. Pitsik, Nikita S. Frolov, Artem Badarin, Olga N. Pavlova, Alexander E. Hramov

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Sensor-Level Wavelet Analysis Reveals EEG Biomarkers of Perceptual Decision-Making by Alexander Kuc, Vadim V. Grubov, Vladimir A. Maksimenko, Natalia Shusharina, Alexander N. Pisarchik, Alexander E. Hramov

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Beyond Pairwise Interactions: Higher-Order Q-Analysis of fMRI-Based Brain Functional Networks in Patients With Major Depressive Disorder by Semen A. Kurkin, Nikita M. Smirnov, Rositsa Paunova, Sevdalina Kandilarova, Drozdstoy Stoyanov, Larisa Mayorova, Alexander E. Hramov

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Higher-order modes excitation in generator with photonic crystal by Artem A. Badarin, Semen A. Kurkin, Nikita S. Frolov, Alexey A. Koronovskii, Alexander E. Hramov, Alexey O. Rak

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Predicting Perceptual Decision-Making Errors Using EEG and Machine Learning by Alisa Batmanova, Alexander Kuc, Vladimir Maksimenko, Andrey Savosenkov, Nikita Grigorev, Susanna Gordleeva, Victor Kazantsev, Sergey Korchagin, Alexander E. Hramov

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Two-Stage Approach With Combination of Outlier Detection Method and Deep Learning Enhances Automatic Epileptic Seizure Detection by Vadim V. Grubov, Sergei I. Nazarikov, Semen A. Kurkin, Nikita P. Utyashev, Denis A. Andrikov, Oleg E. Karpov, Alexander E. Hramov

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Evaluation of Unsupervised Anomaly Detection Techniques in Labelling Epileptic Seizures on Human EEG by Oleg E. Karpov, Matvey S. Khoymov, Vladimir A. Maksimenko, Vadim V. Grubov, Nikita Utyashev, Denis A. Andrikov, Semen A. Kurkin, Alexander E. Hramov

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Transcranial Magnetic Stimulation of the Dorsolateral Prefrontal Cortex Increases Posterior Theta Rhythm and Reduces Latency of Motor Imagery by Semen Kurkin, Susanna Gordleeva, Andrey Savosenkov, Nikita Grigorev, Nikita Smirnov, Vadim V. Grubov, Anna Udoratina, Vladimir Maksimenko, Victor Kazantsev, Alexander E. Hramov

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Artificial Neural Network Classification of Motor-Related EEG: An Increase in Classification Accuracy by Reducing Signal Complexity by Vladimir A. Maksimenko, Semen A. Kurkin, Elena N. Pitsik, Vyacheslav Yu. Musatov, Anastasia E. Runnova, Tatyana Yu. Efremova, Alexander E. Hramov, Alexander N. Pisarchik

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Extreme value theory inspires explainable machine learning approach for seizure detection by Oleg E. Karpov, Vadim V. Grubov, Vladimir A. Maksimenko, Semen A. Kurkin, Nikita M. Smirnov, Nikita P. Utyashev, Denis A. Andrikov, Natalia N. Shusharina, Alexander E. Hramov

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Monitoring the Cortical Activity of Children and Adults during Cognitive Task Completion by Marina V. Khramova, Alexander K. Kuc, Vladimir A. Maksimenko, Nikita S. Frolov, Vadim V. Grubov, Semen A. Kurkin, Alexander N. Pisarchik, Natalia N. Shusharina, Alexander A. Fedorov, Alexander E. Hramov

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