Stochastic resonance in a neuron model that transmits spike trains

1996 ◽  
Vol 53 (1) ◽  
pp. 1273-1275 ◽  
Author(s):  
François Chapeau-Blondeau ◽  
Xavier Godivier ◽  
Nicolas Chambet
Keyword(s):  
Stochastic Resonance ◽  
Neuron Model ◽  
Spike Trains

Research on Virtual-Switch Characteristics of Noise-Enhanced Stochastic Resonance Using Leaky Integrate-and-Fire Model

2010 ◽  
Vol 439-440 ◽  
pp. 1324-1327
Author(s):  
Guo Hua Hui
Keyword(s):  
White Noise ◽  
Stochastic Resonance ◽  
Noise Intensity ◽  
Neuron Model ◽  
Gaussian White Noise ◽  
Spike Trains ◽  
Neural Data ◽  
Fire Model ◽  
Integrate And Fire ◽  
Lif Neuron

Virtual-switch characteristics of noise-induced stochastic resonance using leaky integrate-and-fire (LIF) model was focused in this article. For LIF neuron model, Gaussian white noise was added to the simulating system. The condition of spike-starting was studied through the system. With the increase of noise intensity, the stimulated spikes became more and more intensive. With proper white noise intensity, the amount of excitatory spikes was enough to generate spike trains. We expected to design a virtual-switch utilizing this mechanism for neural data processing field.

Bat optimization based neuron model of stochastic resonance for the enhancement of MR images

2017 ◽  
Vol 37 (1) ◽  
pp. 124-134 ◽  
Author(s):  
Munendra Singh ◽  
Ashish Verma ◽  
Neeraj Sharma
Keyword(s):  
Stochastic Resonance ◽  
Neuron Model ◽  
Mr Images

Stochastic resonance in a single neuron model: Theory and analog simulation

1991 ◽  
Vol 152 (4) ◽  
pp. 531-555 ◽  
Author(s):  
Adi Bulsara ◽  
E.W. Jacobs ◽  
Ting Zhou ◽  
Frank Moss ◽  
Laszlo Kiss
Keyword(s):  
Stochastic Resonance ◽  
Model Theory ◽  
Single Neuron ◽  
Neuron Model ◽  
Analog Simulation

scholarly journals Stochastic resonance in pattern recognition by a holographic neuron model

2003 ◽  
Vol 67 (6) ◽  
Author(s):  
R. Stoop ◽  
J. Buchli ◽  
G. Keller ◽  
W.-H. Steeb
Keyword(s):  
Pattern Recognition ◽  
Stochastic Resonance ◽  
Neuron Model

Ghost stochastic resonance induced by a power-law distributed noise in the FitzHugh–Nagumo neuron model

2015 ◽  
Vol 22 (1-3) ◽  
pp. 641-649 ◽  
Author(s):  
Iacyel G. Silva ◽  
Osvaldo A. Rosso ◽  
Marcos V.D. Vermelho ◽  
Marcelo L. Lyra
Keyword(s):  
Stochastic Resonance ◽  
Power Law ◽  
Neuron Model
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