Abstract Large-scale brain simulations require the investigation of large networks realistic neuron models, usually represented by sets differential equations. Here we report a detailed fine-scale study dynamical response over extended parameter ranges computationally inexpensive model, two-dimensional Rulkov map, which reproduces well spiking and spiking-bursting activity real biological neuro...