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Discovering Dynamical Features of Hodgkin-Huxley-Type Model of Physiological Neuron Using Artificial Neural Network
We consider Hodgkin-Huxley-type model that is a stiff ODE system with two fast and one slow variables. For the parameter ranges under consideration the original version of the model has unstable fixed point and the oscillating attractor that demonstrates bifurcation from bursting to spiking dynamics. Also a modified version is …