Variability in noise-driven integrator neurons

R Guantes, GG de Polavieja - Physical Review E—Statistical, Nonlinear, and …, 2005 - APS
Neural variability in the presence of noise has been studied mainly in resonator neurons,
such as Hodgkin-Huxley or FitzHugh-Nagumo models. Here we investigate this variability …

Large coefficient of variation of inter-spike intervals induced by noise current in the resonate-and-fire model neuron

PR Protachevicz, CA Bonin, KC Iarosz, IL Caldas… - Cognitive …, 2022 - Springer
Neuronal spike variability is a statistical property associated with the noise environment.
Considering a linearised Hodgkin–Huxley model, we investigate how large spike variability …

Stochastic sensitivity analysis of noise-induced suppression of firing and giant variability of spiking in a Hodgkin-Huxley neuron model

I Bashkirtseva, AB Neiman, L Ryashko - Physical Review E, 2015 - APS
We study the stochastic dynamics of a Hodgkin-Huxley neuron model in a regime of
coexistent stable equilibrium and a limit cycle. In this regime, noise may suppress periodic …

Stochastic resonance in a Hodgkin-Huxley neuron in the absence of external noise

DTW Chik, Y Wang, ZD Wang - Physical Review E, 2001 - APS
We study numerically nonlinear responses of a periodically forced Hodgkin-Huxley neuron.
The coherence of the system in the absence of external noise, namely, the “intrinsic …

Dynamical response of the Hodgkin-Huxley model in the high-input regime

S Luccioli, T Kreuz, A Torcini - Physical Review E—Statistical, Nonlinear, and …, 2006 - APS
The response of the Hodgkin-Huxley neuronal model subjected to stochastic uncorrelated
spike trains originating from a large number of inhibitory and excitatory post-synaptic …

Inhibition and modulation of rhythmic neuronal spiking by noise

HC Tuckwell, J Jost, BS Gutkin - Physical Review E—Statistical, Nonlinear, and …, 2009 - APS
We investigated the effects of noise on periodic firing in the Hodgkin-Huxley nonlinear
system. With mean input current μ as a bifurcation parameter, a bifurcation to repetitive …

CLASSICAL-LIKE RESONANCE INDUCED BY NOISE IN A FITZHUGH–NAGUMO NEURON MODEL

SR Massanés, CJP Vicente - International Journal of Bifurcation and …, 1999 - World Scientific
We have studied the stochastic behavior of Fitzhugh–Nagumo neuron-like model (FN)
induced by subthreshold external stimuli. Our analysis based on three standard measures …

Neuromodulatory actions of noise on sub-and suprathreshold responses of intrinsically oscillatory neurons

MT Huber, HA Braun - Fluctuations and Noise in Biological …, 2003 - spiedigitallibrary.org
Oscillations of the membrane potential are a prominent feature of several neurons in the
central and peripheral nervous system. Evidences exist that neurons combine intrinsic …

Noise-induced transition in excitable neuron models

S Tanabe, K Pakdaman - Biological Cybernetics, 2001 - Springer
We studied the influence of noisy stimulation on the Hodgkin-Huxley neuron model. Rather
than examining the noise-related variability of the discharge times of the model–as has been …

[HTML][HTML] Inhibition of rhythmic neural spiking by noise: the occurrence of a minimum in activity with increasing noise

BS Gutkin, J Jost, HC Tuckwell - Naturwissenschaften, 2009 - Springer
The effects of noise on neuronal dynamical systems are of much current interest. Here, we
investigate noise-induced changes in the rhythmic firing activity of single Hodgkin–Huxley …