By introducing realistic synaptic potentials to the Stein's stochastic model of neuron we obtain a new model able to produce bursting activity. The mechanism of burst initiation is described and basic characteristics, such as period of bursting, period of quiescence and frequency of spikes are calculated from model parameters.