Effects caused on Leaky integrate and fire model
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 4
Abstract
for analyzing the behaviour of neural system, the model used most widely is integrate and fire model. The membrane potential of a neuron in terms of injected current and synaptic inputs is described by integrate and fire model. When the membrane potential reaches a certain threshold voltage its action potential is generated. For description of spiking neurons, the integrate and fire model has become an important model because it can analyze it mathematically. In this paper, we use leaky integrate and fire model equations as base to study the graphs. Stochastic Linear integrate and fire model or generalized linear model implements single neuron models variability.
Authors and Affiliations
Shruti Gupta
Keywords
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