Coherence resonance in neural networks: Theory and experiments

AN Pisarchik, AE Hramov - Physics Reports, 2023 - Elsevier
The paper is devoted to the review of the coherence resonance phenomenon in excitable
neural networks. In particular, we explain how coherence can be measured and how noise …

Theta-nested gamma oscillations in next generation neural mass models

M Segneri, H Bi, S Olmi, A Torcini - Frontiers in computational …, 2020 - frontiersin.org
Theta-nested gamma oscillations have been reported in many areas of the brain and are
believed to represent a fundamental mechanism to transfer information across spatial and …

Spectral properties of chimera states

M Wolfrum, OE Omel'chenko, S Yanchuk… - … Journal of Nonlinear …, 2011 - pubs.aip.org
Chimera states are particular trajectories in systems of phase oscillators with nonlocal
coupling that display a spatiotemporal pattern of coherent and incoherent motion. We …

Population spiking and bursting in next-generation neural masses with spike-frequency adaptation

A Ferrara, D Angulo-Garcia, A Torcini, S Olmi - Physical Review E, 2023 - APS
Spike-frequency adaptation (SFA) is a fundamental neuronal mechanism taking into account
the fatigue due to spike emissions and the consequent reduction of the firing activity. We …

Self-organized emergence of multilayer structure and chimera states in dynamical networks with adaptive couplings

DV Kasatkin, S Yanchuk, E Schöll, VI Nekorkin - Physical Review E, 2017 - APS
We report the phenomenon of self-organized emergence of hierarchical multilayered
structures and chimera states in dynamical networks with adaptive couplings. This process …

Collective chaos in pulse-coupled neural networks

S Olmi, A Politi, A Torcini - Europhysics Letters, 2011 - iopscience.iop.org
We study the dynamics of two symmetrically coupled populations of identical leaky integrate-
and-fire neurons characterized by an excitatory coupling. Upon varying the coupling …

Coherent oscillations in balanced neural networks driven by endogenous fluctuations

M Di Volo, M Segneri, DS Goldobin, A Politi… - … Journal of Nonlinear …, 2022 - pubs.aip.org
We present a detailed analysis of the dynamical regimes observed in a balanced network of
identical quadratic integrate-and-fire neurons with sparse connectivity for homogeneous and …

Theoretical study of oscillator neurons in recurrent neural networks

L Zhang, Z Yi, S Amari - IEEE transactions on neural networks …, 2018 - ieeexplore.ieee.org
Neurons in a network can be both active or inactive. Given a subset of neurons in a network,
is it possible for the subset of neurons to evolve to form an active oscillator by applying some …

Coherence resonance in neuronal populations: Mean-field versus network model

E Baspinar, L Schülen, S Olmi, A Zakharova - Physical Review E, 2021 - APS
The counterintuitive phenomenon of coherence resonance describes a nonmonotonic
behavior of the regularity of noise-induced oscillations in the excitable regime, leading to an …

Differential effects of excitatory and inhibitory heterogeneity on the gain and asynchronous state of sparse cortical networks

JF Mejias, A Longtin - Frontiers in computational neuroscience, 2014 - frontiersin.org
Recent experimental and theoretical studies have highlighted the importance of cell-to-cell
differences in the dynamics and functions of neural networks, such as in different types of …