82 citations · 201 across the 11 of their papers we have counts for
12 papers
Formation of working memory in a spiking neuron network accompanied by astrocytes
Susanna Yu. Gordleeva, Yulia A. Tsybina, Mikhail I. Krivonosov +4
We propose a biologically plausible computational model of working memory (WM) implemented by the spiking neuron network (SNN) interacting with a network of astrocytes. SNN is mode…
Symmetry in cancer networks identified: Proposal for multi-cancer biomarkers
Pramod Shinde, Loic Marrec, Aparna Rai +5
One of the most challenging problems in biomedicine and genomics is the identification of disease biomarkers. In this study, proteomics data from seven major cancers were used to c…
Integrated Information in the Spiking-Bursting Stochastic Model
Oleg Kanakov, Susanna Gordleeva, Alexey Zaikin
This study presents a comprehensive analytic description in terms of the empirical "whole minus sum" version of Integrated Information in comparison to the "decoder based" version…
Astrocyte-induced positive integrated information in neuroglial ensembles
Oleg Kanakov, Susanna Gordleeva, Anastasia Ermolaeva +2
The Integrated Information is a quantitative measure from information theory how tightly all parts of a system are interconnected in terms of information exchange. In this study we…
Sensitivity of asymmetric rate-dependent critical systems to initial conditions: insights into cellular decision making
Nuno R. Nené, James Rivington, Alexey Zaikin
The work reported here aims to address the effects of time-dependent parameters and stochasticity on decision-making in biological systems. We achieve this by extending previous st…
An iterative importance sampler for Bayesian parameter estimation in stochastic models of multicellular clocks
Inés P. Mariño, Joaquin Miguez, Alexey Zaikin
We investigate a stochastic version of the synthetic multicellular clock model proposed by Garcia-Ojalvo, Elowitz and Strogatz. By introducing dynamical noise in the model and assu…