Dynamics of a FitzHugh-Nagumo system subjected to autocorrelated noise

被引:89
作者
Valenti, D. [1 ]
Augello, G.
Spagnolo, B.
机构
[1] Univ Palermo, Dipartimento Fis & Tecnol Relat, Grp Interdisciplinary Phys, I-90128 Palermo, Italy
关键词
D O I
10.1140/epjb/e2008-00315-6
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
We analyze the dynamics of the FitzHugh-Nagumo (FHN) model in the presence of colored noise and a periodic signal. Two cases are considered: (i) the dynamics of the membrane potential is affected by the noise, (ii) the slow dynamics of the recovery variable is subject to noise. We investigate the role of the colored noise on the neuron dynamics by the mean response time (MRT) of the neuron. We find meaningful modifications of the resonant activation (RA) and noise enhanced stability (NES) phenomena due to the correlation time of the noise. For strongly correlated noise we observe suppression of NES effect and persistence of RA phenomenon, with an efficiency enhancement of the neuronal response. Finally we show that the self-correlation of the colored noise causes a reduction of the effective noise intensity, which appears as a rescaling of the fluctuations affecting the FHN system.
引用
收藏
页码:443 / 451
页数:9
相关论文
共 46 条
  • [1] Noise-enhanced stability of periodically driven metastable states
    Agudov, NV
    Spagnolo, B
    [J]. PHYSICAL REVIEW E, 2001, 64 (03): : 4 - 351024
  • [2] [Anonymous], 1993, HDB STOCHASTIC METHO
  • [3] BELYKH VN, 2008, INT J BIFUR IN PRESS, V18
  • [4] Noisy clockwork: Time series analysis of population fluctuations in animals
    Bjornstad, ON
    Grenfell, BT
    [J]. SCIENCE, 2001, 293 (5530) : 638 - 643
  • [5] Mean escape time in a system with stochastic volatility
    Bonanno, Giovanni
    Valenti, Davide
    Spagnolo, Bernardo
    [J]. PHYSICAL REVIEW E, 2007, 75 (01)
  • [6] MODELLE DER NERVENERREGUNG
    BONHOEFFER, KF
    [J]. NATURWISSENSCHAFTEN, 1953, 40 (11) : 301 - 311
  • [7] Cyclic fluctuations, climatic changes and role of noise in Planktonic Foraminifera in the Mediterranean Sea
    Caruso, A
    Gargano, ME
    Valenti, D
    Fiasconaro, A
    Spagnolo, B
    [J]. FLUCTUATION AND NOISE LETTERS, 2005, 5 (02): : L349 - L355
  • [8] Stochastic resonance in a neuron model that transmits spike trains
    ChapeauBlondeau, F
    Godivier, X
    Chambet, N
    [J]. PHYSICAL REVIEW E, 1996, 53 (01): : 1273 - 1275
  • [9] Self-regulation mechanism of an ecosystem in a non-Gaussian fluctuation regime
    Ciuchi, S
    dePasquale, F
    Spagnolo, B
    [J]. PHYSICAL REVIEW E, 1996, 54 (01): : 706 - 716
  • [10] RESONANT ACTIVATION OVER A FLUCTUATING BARRIER
    DOERING, CR
    GADOUA, JC
    [J]. PHYSICAL REVIEW LETTERS, 1992, 69 (16) : 2318 - 2321