Comparison of integral components to synchronization error: k_i = 0.0001, k_i = 0.3, k_i = 0.6, k_i = 1.

By increasing the value of k_i, the synchronization error in the steady state can be reduced to zero. That is, a complete synchronization between neurons can be attained for a large value of the integral constant of the natural PID control.