We talk about our work on neural computation with dendritic plateau potentials. Johannes first frames the problem of sequence processing and makes the case that a neural model based on active dendrites and dendritic plateau potentials would help solve the problem. Pascal then explains their recent work on the computations in a neural model with segmented dendrites and one with stochastic synapses. He concludes the presentation by discussing the implications of this model.