Systems and methods for deep brain stimulation using beta burst feedback in accordance with embodiments of the invention are illustrated. One embodiment includes a deep brain stimulation system, including a neurostimulator, and a controller, where the controller is communicatively coupled to the neurostimulator and configured to obtain a plurality of neural activity signals from the neurostimulator, identify beta bursts within each neural activity signal, classify identified beta bursts as pathological or normal, and modify stimulation provided by the neurostimulator based on the classified beta bursts.