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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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Eugene M. Izhikevich (Sat,) studied this question.
synapsesocial.com/papers/69d7f90466a29169b4beda8d — DOI: https://doi.org/10.1109/tnn.2003.820440
Eugene M. Izhikevich
California Institute of Technology
IEEE Transactions on Neural Networks
Neurosciences Institute
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