Neural mass, neural field, detailed network and formal models are reviewed.
These models are aimed at reproducing and explaining epileptic activity.
Biology-inspired and mathematical models have advantages and limitations.
Detailed network models are required to simulate some particular HFOs.
Neural mass/field models provided insights in partial and generalized epilepsies.