Combined action of time delay and colored cross-correlated Gaussian colored noises on dynamical characteristics for a FitzHugh-Nagumo neural system

被引:6
作者
Wang, K-K [1 ,2 ]
Ye, H. [1 ,3 ]
Wang, Y-J [1 ]
Li, S-H [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Sch Sci, Zhenjiang 212003, Jiangsu, Peoples R China
[2] Southeast Univ, Ctr Complex Syst & Network Sci Res, Nanjing 210096, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Sch Automat Engn, Nanjing 210016, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
FitzHugh-Nagumo system; Gaussian colored noise; Time delay; Steady-state transition; Mean resting time; STOCHASTIC RESONANCE; BISTABLE SYSTEM; EXTERNAL NOISE; MODEL; WHITE; ENHANCEMENT; STABILITY; IMPACT; DRIVEN; FORCE;
D O I
10.1007/s12648-021-02186-y
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we focus on the investigation of the regime shift of the steady states, the mean first-passage time (MFPT) and the stochastic resonance (SR) for a FitzHugh-Nagumo neural system with time delay perturbed by colored cross-correlated Gaussian colored noises as well as a periodic signal. By means of a series of numerical calculations, our investigation results show that time delay, the multiplicative noise and the additive one can all produce the negative influence on the maintenance of the stability for the neuronal system; while the two self-correlation times of the internal and external noises, the noise correlation strength and its correlation time can always strengthen the stability of the biological system. As for the MFPT for the FHN system, it is observed that during the recovery process from the excited state to the resting one, we should take measures to increases the noise correlation strength, two noise self-correlation times, and reduce time delay along with the noise correlation time so as to sustain the state of excitation for neuronal cells as far as possible. With respect to the SR phenomenon, it is observed that the noise correlation strength and its correlation time, two Gaussian noise correlation times tau(1), tau(2) can all amplify significantly the SR effect, and even stimulate the double-peaked or three-peaked phenomenon; While time delay and the additive noise will always reduce the SR effect.
引用
收藏
页码:1943 / 1961
页数:19
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