Fig 8. Transition between chaotic to regular behavior for the neuron dynamic models.
The transitions for the Hindmarsh-Rose model (above) and Izhikevich model (below) are based on a sigmoid wave in function of the control parameters I and d, respectively. The time windows of both responses are similar, although Izhikevich’s model evolves in a relatively faster time scale.