Simple model of spiking neurons

20034,752 citationsJournal Article

Authors

Eugene M. Izhikevich · Neurosciences Institute

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.

Topics & Keywords

Neural dynamics and brain function stochastic dynamics and bifurcation Advanced Memory and Neural Computing

Publication Details

Published in: IEEE Transactions on Neural Networks

Volume 14, Issue 6, pp. 1569-1572

DOI: 10.1109/tnn.2003.820440

Field-Weighted Citation Impact: 12.63

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Simple model of spiking neurons

Authors

Abstract

Topics & Keywords

Publication Details