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Simple model of spiking neurons

Izhikevich E ...see all

IEEE Transactions on Neural Networks, vol. 14, issue 6 (2003) pp. 1569-1572

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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.

Author-supplied keywords

  • Bursting
  • Cortex
  • Hodgkin-Huxley
  • PCNN
  • Quadratic integrate-and-fire
  • Spiking
  • Thalamus

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Authors

  • Eugene M. Izhikevich

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