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Simple model of spiking neurons

by: E. M. Izhikevich
IEEE Transactions on Neural Networks In Neural Networks, IEEE Transactions on, Vol. 14, No. 6. (November 2003), pp. 1569-1572, doi:10.1109/tnn.2003.820440  Key: citeulike:423455

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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.


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