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Coherence resonance in neural networks: Theory and experiments
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 …
neural networks. In particular, we explain how coherence can be measured and how noise …
A brief history of excitable map-based neurons and neural networks
This review gives a short historical account of the excitable maps approach for modeling
neurons and neuronal networks. Some early models, due to [Pasemann, 1993],[Chialvo …
neurons and neuronal networks. Some early models, due to [Pasemann, 1993],[Chialvo …
Lyapunov spectra of chaotic recurrent neural networks
This article is part of the Physical Review Research collection titled Physics of
Neuroscience. Recurrent networks are widely used as models of biological neural circuits …
Neuroscience. Recurrent networks are widely used as models of biological neural circuits …
Transition from asynchronous to oscillatory dynamics in balanced spiking networks with instantaneous synapses
We report a transition from asynchronous to oscillatory behavior in balanced inhibitory
networks for class I and II neurons with instantaneous synapses. Collective oscillations …
networks for class I and II neurons with instantaneous synapses. Collective oscillations …
From quasiperiodic partial synchronization to collective chaos in populations of inhibitory neurons with delay
Collective chaos is shown to emerge, via a period-doubling cascade, from quasiperiodic
partial synchronization in a population of identical inhibitory neurons with delayed global …
partial synchronization in a population of identical inhibitory neurons with delayed global …
Dynamics of a large system of spiking neurons with synaptic delay
We analyze a large system of heterogeneous quadratic integrate-and-fire (QIF) neurons with
time delayed, all-to-all synaptic coupling. The model is exactly reduced to a system of firing …
time delayed, all-to-all synaptic coupling. The model is exactly reduced to a system of firing …
Coherence resonance in neuronal populations: Mean-field versus network model
The counterintuitive phenomenon of coherence resonance describes a nonmonotonic
behavior of the regularity of noise-induced oscillations in the excitable regime, leading to an …
behavior of the regularity of noise-induced oscillations in the excitable regime, leading to an …
Sparse short-distance connections enhance calcium wave propagation in a 3D model of astrocyte networks
Traditionally, astrocytes have been considered to couple via gap-junctions into a syncytium
with only rudimentary spatial organization. However, this view is challenged by growing …
with only rudimentary spatial organization. However, this view is challenged by growing …
A discrete Huber-Braun neuron model: From nodal properties to network performance
Many of the well-known neuron models are continuous time systems with complex
mathematical definitions. Literatures have shown that a discrete mathematical model can …
mathematical definitions. Literatures have shown that a discrete mathematical model can …
Exponentially long transient time to synchronization of coupled chaotic circle maps in dense random networks
We study the transition to synchronization in large, dense networks of chaotic circle maps,
where an exact solution of the mean-field dynamics in the infinite network and all-to-all …
where an exact solution of the mean-field dynamics in the infinite network and all-to-all …