Нелинейные динамические модели нейронов: обзор

АС Дмитричев, ДВ Касаткин… - Известия высших …, 2018 - cyberleninka.ru
Тема исследования. Представлен обзор основных динамических моделей нейронной
активности и обсуждаются индивидуальные особенности их поведения, которые могут …

Constructive role of shot noise in the collective dynamics of neural networks

VV Klinshov, PS Smelov, SY Kirillov - Chaos: An Interdisciplinary …, 2023 - pubs.aip.org
Finite-size effects may significantly influence the collective dynamics of large populations of
neurons. Recently, we have shown that in globally coupled networks these effects can be …

Complete and partial synchronization in empirical brain networks

F Parastesh, MS Kafraj, Y Merrikhi, K Rajagopal… - … -International Journal of …, 2023 - Elsevier
The chimera state, characterized by the coexistence of synchronization and
asynchronization in a network, associates with special brain functions and disorders. This …

Extending dynamic memory of spiking neuron networks

VV Klinshov, AV Kovalchuk, IA Soloviev… - Chaos, Solitons & …, 2024 - Elsevier
Explaining the mechanisms of dynamic memory, that allows for a temporary storage of
information at the timescale of seconds despite the neuronal firing at the millisecond scale …

Shot noise in next-generation neural mass models for finite-size networks

VV Klinshov, SY Kirillov - Physical Review E, 2022 - APS
Neural mass models is a general name for various models describing the collective
dynamics of large neural populations in terms of averaged macroscopic variables. Recently …

[PDF][PDF] Nonlinear dynamical models of neurons

AS Dmitrichev, DV Kasatkin, VV Klinshov… - Izvestiya VUZ …, 2018 - researchgate.net
Topic. A review of the basic dynamical models of neural activity is presented and individual
features of their behavior are discussed, which can be used as a basis for the subsequent …

Effects of external stimuli on the dynamics of deterministic and stochastic Hindmarsh–Rose neuron models

C Manchein, PC Rech - The European Physical Journal B, 2024 - Springer
We investigate the nonlinear dynamics of the deterministic and stochastic Hindmarsh–Rose
(HR) neuron models under the influence of an external sinusoidal electric current and …

Two scenarios for the onset and suppression of collective oscillations in heterogeneous populations of active rotators

V Klinshov, I Franović - Physical Review E, 2019 - APS
We consider the macroscopic regimes and the scenarios for the onset and the suppression
of collective oscillations in a heterogeneous population of active rotators composed of …

Коллективная динамика сетей активных элементов с импульсными связями: Обзор

ВВ Клиньшов - Известия высших учебных заведений …, 2020 - cyberleninka.ru
Цель настоящей работы-обзор исследований коллективной динамики в сетях
активных элементов с импульсными связями. Для многих сетевых колебательных …

Interval stability for complex systems

VV Klinshov, S Kirillov, J Kurths… - New Journal of …, 2018 - iopscience.iop.org
Stability of dynamical systems against strong perturbations is an important problem of
nonlinear dynamics relevant to many applications in various areas. Here, we develop a …