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Simple model of spiking neurons

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1 Author(s)
Izhikevich, E.M. ; The Neurosciences Inst., San Diego, CA, USA

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.

Published in:

Neural Networks, IEEE Transactions on  (Volume:14 ,  Issue: 6 )