Epilepsy explained by computational neuroscience
Unfortunately, epileptic spiking can occur very easily in many neural modeling studies, and therefore one should be very careful in asserting the possibility of certain aspects of model as a cause for epileptic activity. One possibility, as you mentioned, is the lack of short-term depression which prevents long sustained firing. But again, a simple increase in the global excitatory coupling can also exhibit similar dynamics.

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