3 papers
q-bio.QM2026
Hypergraphs from multivariate connectivity: caCOH-based EEG/MEG representation
Daniil Vlasenko, Irina Saranskaia, Denis Zakharov
Hypergraphs provide a natural framework for representing neurophysiological interactions distributed across sets of sensors. A key methodological question is how hyperedges should…
q-bio.NC2026
Ensemble-based graph representation of fMRI data for cognitive brain state classification
Daniil Vlasenko, Vadim Ushakov, Alexey Zaikin +1
fMRI is a non-invasive technique for investigating brain activity, offering high-resolution insights into neural processes. Understanding and decoding cognitive brain states from f…
q-bio.NC2025
Dynamic Functional Connectivity Features for Brain State Classification: Insights from the Human Connectome Project
Valeriya Kirova, Dzerassa Kadieva, Daniil Vlasenko +2
We analyze functional magnetic resonance imaging (fMRI) data from the Human Connectome Project (HCP) to match brain activities during a range of cognitive tasks. Our findings demon…