Table 1.

Parameters used in the neural implementation of the double integrator and control networks

Maximum firing rateJητRCτrefτadaptGinc
U(10 Hz, 50 Hz)U (−0.2 nA, 0.2 nA)20 ms1 ms10 msU (0.001, 0.02)
  • Maximum firing rate and Jη are ensemble-level parameters as they apply to any neuron model G[·]. The maximum firing rate is used to determine the gain (α) and bias currents (Jbias) associated with neuron (used in Eq. 10). All other parameters apply specifically to the ALIF neuron model.