Zobrazeno 1 - 10 of 1 644 pro vyhledávání: '"Czoch A"'
2
Akademický článek
Combining detrended cross-correlation analysis with Riemannian geometry-based classification for improved brain-computer interface performance
Autor: Frigyes Samuel Racz, Satyam Kumar, Zalan Kaposzta, Hussein Alawieh, Deland Hu Liu, Ruofan Liu, Akos Czoch, Peter Mukli, José del R. Millán
Publikováno v: Frontiers in Neuroscience, Vol 18 (2024)
Riemannian geometry-based classification (RGBC) gained popularity in the field of brain-computer interfaces (BCIs) lately, due to its ability to deal with non-stationarities arising in electroencephalography (EEG) data. Domain adaptation, however, is
Externí odkaz: https://doaj.org/article/a075b55974134bd19bca5fcfd8cfe536
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5
Akademický článek
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6
Akademický článek
Multiple-Resampling Cross-Spectral Analysis: An Unbiased Tool for Estimating Fractal Connectivity With an Application to Neurophysiological Signals
Autor: Frigyes Samuel Racz, Akos Czoch, Zalan Kaposzta, Orestis Stylianou, Peter Mukli, Andras Eke
Publikováno v: Frontiers in Physiology, Vol 13 (2022)
Investigating scale-free (i.e., fractal) functional connectivity in the brain has recently attracted increasing attention. Although numerous methods have been developed to assess the fractal nature of functional coupling, these typically ignore that
Externí odkaz: https://doaj.org/article/508ea27bf302467ba8443f83a8e1edf7
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7
Akademický článek
Real-Time Algorithm for Detrended Cross-Correlation Analysis of Long-Range Coupled Processes
Autor: Zalan Kaposzta, Akos Czoch, Orestis Stylianou, Keumbi Kim, Peter Mukli, Andras Eke, Frigyes Samuel Racz
Publikováno v: Frontiers in Physiology, Vol 13 (2022)
Assessing power-law cross-correlations between a pair – or among a set – of processes is of great significance in diverse fields of analyses ranging from neuroscience to financial markets. In most cases such analyses are computationally expensive
Externí odkaz: https://doaj.org/article/8903cac8877e4a6c892257845ea178ca
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10
Akademický článek
Scale-Free Functional Brain Networks Exhibit Increased Connectivity, Are More Integrated and Less Segregated in Patients with Parkinson’s Disease following Dopaminergic Treatment
Autor: Orestis Stylianou, Zalan Kaposzta, Akos Czoch, Leon Stefanovski, Andriy Yabluchanskiy, Frigyes Samuel Racz, Petra Ritter, Andras Eke, Peter Mukli
Publikováno v: Fractal and Fractional, Vol 6, Iss 12, p 737 (2022)
Dopaminergic treatment (DT), the standard therapy for Parkinson’s disease (PD), alters the dynamics of functional brain networks at specific time scales. Here, we explore the scale-free functional connectivity (FC) in the PD population and how it i
Externí odkaz: https://doaj.org/article/caf04b1cdfa3458cb903060046de5851
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