Sunday, August 28, 2005
Which model to use for cortical spiking neurons?
A good overview of the various types of spiking and bursting neurons observed in nature.
The author Izhikevich also proposes a neuron model which takes only 13 flops to implement, while having biologically realistic behavior. The guy's web page is here : http://www.izhikevich.com
Here is another article, analyzing the various possible spiking/bursting behaviors with really nice and intuitive 2-d illustrations of their behavior:
A good overview of the various types of spiking and bursting neurons observed in nature.
The author Izhikevich also proposes a neuron model which takes only 13 flops to implement, while having biologically realistic behavior. The guy's web page is here : http://www.izhikevich.com
Here is another article, analyzing the various possible spiking/bursting behaviors with really nice and intuitive 2-d illustrations of their behavior: