Simple model of spiking neurons

Authors:
E. M. Izhikevich
Affiliations:
The Neurosciences Inst., San Diego, CA, USA
Venue:
IEEE Transactions on Neural Networks
Year:
2003

Citing 0
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Abstract

A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons. The model combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons. Using this model, one can simulate tens of thousands of spiking cortical neurons in real time (1 ms resolution) using a desktop PC.