Survey on modeling methods for single compartmental spiking neuron
Zuzheng Gong · Computer Engineering and Applications Journal · 2011
To simulate the function of the nervous system and solve practical problems using artificial neural networks,modeling suitable spiking neuron models is very important.An overview is provided for the researchers to catch up with the lately research progress of the modeling methods of single compartmental spiking neuron.According to the complexity,these models will be divided into three categories:physiological models with biologically plausibility,nonlinear models with spiking mechanism and linear models with fixed threshold.Different methods are described and analyzed respectively,and their advantages and disadvantages are discussed.