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Simple Model of Spiking Neurons

by Eugene M. Izhikevich
Neural Networks, IEEE Transactions on ()
  • ISSN: 1045-9227

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.

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