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Extreme value theory inspires explainable machine learning approach for seizure detection.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-15675-9
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- Publication type:
- Article
Artificial Neural Network Classification of Motor-Related EEG: An Increase in Classification Accuracy by Reducing Signal Complexity.
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- Complexity, 2018, p. 1, doi. 10.1155/2018/9385947
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- Publication type:
- Article
Loss of neuron network coherence induced by virus-infected astrocytes: a model study.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-33622-0
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- Article
Combining Statistical Analysis and Machine Learning for EEG Scalp Topograms Classification.
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- Frontiers in Systems Neuroscience, 2021, v. 15, p. 1, doi. 10.3389/fnsys.2021.716897
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- Publication type:
- Article
Classifying the Perceptual Interpretations of a Bistable Image Using EEG and Artificial Neural Networks.
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- Frontiers in Neuroscience, 2017, p. 1, doi. 10.3389/fnins.2017.00674
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- Publication type:
- Article
Analysis of Publication Activity and Research Trends in the Field of AI Medical Applications: Network Approach.
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- International Journal of Environmental Research & Public Health, 2023, v. 20, n. 7, p. 5335, doi. 10.3390/ijerph20075335
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- Publication type:
- Article
Prevalence of neuromyths among students and pre-service teachers.
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- Humanities & Social Sciences Communications, 2023, v. 10, n. 1, p. 1, doi. 10.1057/s41599-023-02412-4
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- Publication type:
- Article
Convolutional Neural Network Outperforms Graph Neural Network on the Spatially Variant Graph Data.
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- Mathematics (2227-7390), 2023, v. 11, n. 11, p. 2515, doi. 10.3390/math11112515
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- Publication type:
- Article
Predicting Perceptual Decision-Making Errors Using EEG and Machine Learning.
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- Mathematics (2227-7390), 2022, v. 10, n. 17, p. 3153, doi. 10.3390/math10173153
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- Publication type:
- Article
Explainable Machine Learning Methods for Classification of Brain States during Visual Perception.
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- Mathematics (2227-7390), 2022, v. 10, n. 15, p. 2819, doi. 10.3390/math10152819
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- Publication type:
- Article
Coherent resonance in the distributed cortical network during sensory information processing.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-54577-1
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- Publication type:
- Article
Visual and kinesthetic modes affect motor imagery classification in untrained subjects.
- Published in:
- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-46310-9
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- Publication type:
- Article
From Novel Technology to Novel Applications: Comment on "An Integrated Brain-Machine Interface Platform With Thousands of Channels" by Elon Musk and Neuralink.
- Published in:
- 2019
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- Publication type:
- journal article
Age-related slowing down in the motor initiation in elderly adults.
- Published in:
- PLoS ONE, 2020, v. 15, n. 9, p. 1, doi. 10.1371/journal.pone.0233942
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- Publication type:
- Article
Transcranial Magnetic Stimulation of the Dorsolateral Prefrontal Cortex Increases Posterior Theta Rhythm and Reduces Latency of Motor Imagery.
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- Sensors (14248220), 2023, v. 23, n. 10, p. 4661, doi. 10.3390/s23104661
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- Publication type:
- Article
Age-Related Changes in Functional Connectivity during the Sensorimotor Integration Detected by Artificial Neural Network.
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- Sensors (14248220), 2022, v. 22, n. 7, p. 2537, doi. 10.3390/s22072537
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- Publication type:
- Article
Monitoring the Cortical Activity of Children and Adults during Cognitive Task Completion.
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- Sensors (14248220), 2021, v. 21, n. 18, p. 6021, doi. 10.3390/s21186021
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- Publication type:
- Article
Sensor-Level Wavelet Analysis Reveals EEG Biomarkers of Perceptual Decision-Making.
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- Sensors (14248220), 2021, v. 21, n. 7, p. 2461, doi. 10.3390/s21072461
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- Publication type:
- Article
Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations.
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- 2020
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- Publication type:
- Letter
Functional Near-Infrared Spectroscopy for the Classification of Motor-Related Brain Activity on the Sensor-Level.
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- Sensors (14248220), 2020, v. 20, n. 8, p. 2362, doi. 10.3390/s20082362
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- Publication type:
- Article
Evaluation of Unsupervised Anomaly Detection Techniques in Labelling Epileptic Seizures on Human EEG.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 9, p. 5655, doi. 10.3390/app13095655
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- Publication type:
- Article
Special Issue "Advances in Neuroimaging Data Processing".
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- Applied Sciences (2076-3417), 2023, v. 13, n. 4, p. 2060, doi. 10.3390/app13042060
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- Publication type:
- Article
Monitoring Brain State and Behavioral Performance during Repetitive Visual Stimulation.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 23, p. 11544, doi. 10.3390/app112311544
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- Publication type:
- Article
A Unified Framework for Neuroscience Morphological Data Visualization.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 10, p. 4652, doi. 10.3390/app11104652
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- Publication type:
- Article
Relations between Geometric Parameters and Numerical Simulation Accuracy in Modeling Signal Transmission in the Presynaptic Bouton.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 6, p. 2811, doi. 10.3390/app11062811
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- Publication type:
- Article
EMG Based Gesture Recognition Using the Unbiased Difference Power.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 4, p. 1526, doi. 10.3390/app11041526
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- Publication type:
- Article
Event-Related Coherence in Visual Cortex and Brain Noise: An MEG Study.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 1, p. 375, doi. 10.3390/app11010375
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- Publication type:
- Article
An advanced perception model combining brain noise and adaptation.
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- Nonlinear Dynamics, 2020, v. 100, n. 4, p. 3695, doi. 10.1007/s11071-020-05741-0
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- Publication type:
- Article
Nonlinear effect of biological feedback on brain attentional state.
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- Nonlinear Dynamics, 2019, v. 95, n. 3, p. 1923, doi. 10.1007/s11071-018-4668-1
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- Publication type:
- Article
Nonlinear analysis of brain activity, associated with motor action and motor imaginary in untrained subjects.
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- Nonlinear Dynamics, 2018, v. 91, n. 4, p. 2803, doi. 10.1007/s11071-018-4047-y
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- Publication type:
- Article
Dissociating Cognitive Processes During Ambiguous Information Processing in Perceptual Decision-Making.
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- Frontiers in Behavioral Neuroscience, 2020, p. 1, doi. 10.3389/fnbeh.2020.00095
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- Publication type:
- Article
Neural Interactions in a Spatially-Distributed Cortical Network During Perceptual Decision-Making.
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- Frontiers in Behavioral Neuroscience, 2019, p. 1, doi. 10.3389/fnbeh.2019.00220
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- Publication type:
- Article
Detecting epileptic seizures using machine learning and interpretable features of human EEG.
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- European Physical Journal: Special Topics, 2023, v. 232, n. 5, p. 673, doi. 10.1140/epjs/s11734-022-00714-3
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- Publication type:
- Article
Dynamics of functional connectivity in multilayer cortical brain network during sensory information processing.
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- European Physical Journal: Special Topics, 2019, v. 228, n. 11, p. 2381, doi. 10.1140/epjst/e2019-900077-7
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- Publication type:
- Article
Assortative mixing in spatially-extended networks.
- Published in:
- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-32160-4
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- Publication type:
- Article
SYNCHRONIZATION IN NETWORKS OF SLIGHTLY NONIDENTICAL ELEMENTS.
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- International Journal of Bifurcation & Chaos in Applied Sciences & Engineering, 2008, v. 18, n. 3, p. 845, doi. 10.1142/S0218127408020707
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- Publication type:
- Article
Human personality reflects spatio-temporal and time-frequency EEG structure.
- Published in:
- PLoS ONE, 2018, v. 13, n. 9, p. 1, doi. 10.1371/journal.pone.0197642
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- Publication type:
- Article
Voluntary and Involuntary Attention in Bistable Visual Perception: A MEG Study.
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- Frontiers in Human Neuroscience, 2020, v. 14, p. N.PAG, doi. 10.3389/fnhum.2020.597895
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- Publication type:
- Article
Slow‐wave activity preceding the onset of 10–15‐Hz sleep spindles and 5–9‐Hz oscillations in electroencephalograms in rats with and without absence seizures.
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- Journal of Sleep Research, 2020, v. 29, n. 6, p. 1, doi. 10.1111/jsr.12927
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- Publication type:
- Article
Visual perception affected by motivation and alertness controlled by a noninvasive brain-computer interface.
- Published in:
- PLoS ONE, 2017, v. 12, n. 12, p. 1, doi. 10.1371/journal.pone.0188700
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- Publication type:
- Article