13 citations · 15 across the 7 of their papers we have counts for
7 papers
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…
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…
Metric Framework of Coherent Activity Patterns Identification in Spiking Neuronal Networks
Daniil Radushev, Olesia Dogonasheva, Boris Gutkin +1
Partial synchronization plays a crucial role in the functioning of neuronal networks: selective, coordinated activation of neurons enables information processing that flexibly adap…
Neuro-oscillatory models of cortical speech processing
Olesia Dogonasheva, Denis Zakharov, Anne-Lise Giraud +1
In this review, we examine computational models that explore the role of neural oscillations in speech perception, spanning from early auditory processing to higher cognitive stage…
Dynamical manifold dimensionality as characterization measure of chimera states in bursting neuronal networks
Olesia Dogonasheva, Daniil Radushev, Boris Gutkin +1
Methods that distinguish dynamical regimes in networks of active elements make it possible to design the dynamics of models of realistic networks. A particularly salient example is…
Activity stabilization in a population model of working memory by sinusoidal and noisy inputs
Nikita Novikov, Denis Zakharov, Victoria Moiseeva +1
According to mechanistic theories of working memory (WM), information is retained as persistent spiking activity of cortical neural networks. Yet, how this activity is related to c…
Robust universal approach to identify travelling chimeras and synchronized clusters in spiking networks
Olesia Dogonasheva, Dmitry Kasatkin, Boris Gutkin +1
We propose a robust universal approach to identify multiple dynamical states, including stationary and travelling chimera states based on an adaptive coherence measure. Our approac…