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IEEE Trans Neural Netw. 2003;14(6):1569-72. doi: 10.1109/TNN.2003.820440.

Simple model of spiking neurons.

Author information

1
The Neurosciences Inst., San Diego, CA, USA.

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.

PMID:
18244602
DOI:
10.1109/TNN.2003.820440

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