首页 | 本学科首页   官方微博 | 高级检索  
     检索      


Dynamics of a FitzHugh-Nagumo system subjected to autocorrelated noise
Authors:D Valenti  G Augello  B Spagnolo
Institution:(1) Dipartimento di Fisica e Tecnologie Relative, Group of Interdisciplinary Physics, Università di Palermo and CNISM-INFM, Unità di Palermo, Viale delle Scienze, I-90128 Palermo, Italy
Abstract: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.
Keywords:PACS" target="_blank">PACS  87  19  ll Models of single neurons and networks  87  19  lc Noise in the nervous system  05  40  -a Fluctuation phenomena  random processes  noise  and Brownian motion  05  45  -a Nonlinear dynamics and chaos
本文献已被 SpringerLink 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号