Finite-state Markovian surrogates for long-time neuronal state distributions and firing rates

Zhongyi Wang, Louis Tao, Zhuo-Cheng Xiao

Spiking neuronal networks connect cellular and synaptic mechanisms to collective activity, but estimating their long-time statistics often requires costly spike-by-spike simulation…