Figure 1:
(Top) Our selection of a stimulating current to an NaKL HH neuron model (Toth et al., 2011; Kostuk et al., 2012). Data are generated using this Istim(t) in solving equation 4.3. (Bottom) Forecast using a gaussian RBF model trained by both the voltage and the gating variables: {V(t),m(t),h(t),n(t)}. (This not a realistic protocol for a current clamp experiment where Istim(t) is given, but V(t) alone is observed. This calculation is only a demonstration of the efficacy of DDF method in neurodynamics.)

(Top) Our selection of a stimulating current to an NaKL HH neuron model (Toth et al., 2011; Kostuk et al., 2012). Data are generated using this Istim(t) in solving equation 4.3. (Bottom) Forecast using a gaussian RBF model trained by both the voltage and the gating variables: {V(t),m(t),h(t),n(t)}. (This not a realistic protocol for a current clamp experiment where Istim(t) is given, but V(t) alone is observed. This calculation is only a demonstration of the efficacy of DDF method in neurodynamics.)

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