DocumentCode
1709086
Title
Noise Effects on the Firing Behavior of FitzHugh-Nagumo Neuron
Author
Wei, Du-Qu ; Qin, Ying-Hua ; Luo, Xiao-Shu
Author_Institution
Coll. of Electron. Eng., Guangxi Normal Univ., Guilin, China
fYear
2010
Firstpage
388
Lastpage
390
Abstract
We investigate how firing behavior of FitzHugh-Nagumo neuron depends on the intensity of Gaussian white noise. It is found that there exists an intermediate range intensity of noise where the firing behavior of neuron is induced and enhanced. To quantitatively study the firing degree of the neuron, the average number of firing spiking is introduced to measure the frequency of the firing patterns. Our study imply that the noise plays a vital role in firing behavior of neuron. Furthermore, the possible mechanism behind the action of random noise also is addressed.
Keywords
Gaussian noise; neural nets; nonlinear dynamical systems; white noise; FitzHugh-Nagumo neuron; Gaussian white noise; firing behavior; random noise; Artificial neural networks; Frequency measurement; Neurons; Noise level; Oscillators; White noise; FitzHugh-Nagumo neuron; firing behavior; noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
Conference_Location
Kunming, Yunnan
Print_ISBN
978-1-4244-8815-5
Type
conf
DOI
10.1109/IWCFTA.2010.10
Filename
5671235
Link To Document