We study the response time of a neuron in the transient regime of FitzHugh-Nagumo model, in the presence of a suprathreshold signal and noise sources. In the deterministic regime we find that the activation time of the neuron has a minimum as a function of the signal driving frequency. In the stochastic regime we consider two cases: (a) the fast variable of the model is noisy, and (b) the slow variable, that is the recovery variable, is subjected to fluctuations. In both cases we find two noise-induced effects, namely the resonant activation-like and the noise enhanced stability phenomena. The role of these noise-induced effects is analyzed. The first one produces suppression of noises, while the second one delays the neuron response. Finally, the role of the phase of the driving signal on the transient dynamics of the neuron is analyzed.

SPAGNOLO B, EVGENYA PANKRATOVA (2005). Influence of noise sources on FitzHugh-Nagumo model in suprathreshold regime. In Proceedings of the SPIE (pp.174-185) [10.1117/12.609801].

Influence of noise sources on FitzHugh-Nagumo model in suprathreshold regime

SPAGNOLO, Bernardo;
2005-01-01

Abstract

We study the response time of a neuron in the transient regime of FitzHugh-Nagumo model, in the presence of a suprathreshold signal and noise sources. In the deterministic regime we find that the activation time of the neuron has a minimum as a function of the signal driving frequency. In the stochastic regime we consider two cases: (a) the fast variable of the model is noisy, and (b) the slow variable, that is the recovery variable, is subjected to fluctuations. In both cases we find two noise-induced effects, namely the resonant activation-like and the noise enhanced stability phenomena. The role of these noise-induced effects is analyzed. The first one produces suppression of noises, while the second one delays the neuron response. Finally, the role of the phase of the driving signal on the transient dynamics of the neuron is analyzed.
Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems III
23 maggio 2005
2005
12
https://neurophotonics.spiedigitallibrary.org/conference-proceedings-of-spie/5841/0000/Influence-of-noise-sources-on-FitzHugh-Nagumo-model-in-suprathreshold/10.1117/12.609801.short
edited by Nigel G. Stocks, Derek Abbott, Robert P. Morse, Proc. of SPIE, Bellingham, WA.
SPAGNOLO B, EVGENYA PANKRATOVA (2005). Influence of noise sources on FitzHugh-Nagumo model in suprathreshold regime. In Proceedings of the SPIE (pp.174-185) [10.1117/12.609801].
Proceedings (atti dei congressi)
SPAGNOLO B; EVGENYA PANKRATOVA
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/31337
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 2
social impact