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This project provides simulation code associated with the publication Minimizing information loss reduces spiking neuronal networks to differential equations.

Model Description

The dsODE model is written in Matlab and does not require any additional packages. The refactory density methods and the Fokker-Planck equations used for comparison with the dsODE model in the project are written in Python, and specific operating conditions can be referenced from the original author's project.

Examples

main_LIF
main_dsODE
plot(0.1:0.1:1000,smooth(res_lif.fr_e,10),'r','linewidth',1)
plot(0.1:0.1:20000,smooth(res_dsODE.fr_e,10),'b','linewidth',1)

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