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Epilepsy afflicts between 1-2% of the world's population, yet many epileptic patients are not sufficiently helped by current pharmacological therapies. For these patients in whom the seizures are severe or frequent enough, surgical ablation of brain tissue is commonly performed to reduce or eliminate seizures. Recent reports have suggested that chaos control techniques may be useful for electrically manipulating epileptiform bursting behavior thereby obviating the need in some cases for difficult and potentially damaging surgery. We implemented chaos control of spontaneous bursting in the rat hippocampal slice using robust control techniques. We employed the stable manifold placement (SNIP) method in which the system state is manipulated onto the stable manifold by exogenous stimulation. This then permits the bursting to evolve towards the attractor using the natural system dynamics to maintain approximate periodic bursting. An adaptive tracking algorithm was applied to overcome nonstationarity in system characteristics. Adaptive tracking improved control efficacy over basic SMP control. Thus, it may be feasible to use chaos control techniques to manipulate the aberrant neuronal electrical activity characteristic of epilepsy.