Mood provocation & video‑EEG to capture craving signals
Halpern describes this protocol as a direct translation of epilepsy monitoring, where seizures are provoked and recorded. Here, mood provocation is used because emotional dysregulation is a trigger for eating episodes. A psychiatrist tailors the provocation to each patient’s history, inducing guilt, stress, or sadness that typically leads to a binge. The patient is placed in a “food monitoring unit” with a one‑way mirror; video, audio, and an eye‑tracker synchronize with the brain recording from the implanted lead. This allows the researchers to see exactly what the patient fixates on and the neural activity milliseconds before they take a bite. Halpern emphasizes that even under these conditions, patients still binge, demonstrating the automaticity of the compulsion. The ultimate goal is to train a machine learning classifier on this signal so the DBS device can deliver responsive stimulation to interrupt the cycle.
The nucleus accumbens and connected prefrontal regions show abnormal low‑frequency oscillations during craving. Capturing this activity in real time provides a biomarker of impending compulsion; subsequent stimulation disrupts the pathological synchrony, restoring inhibitory control.
Halpern notes, “And even under video surveillance through a one‑way one‑way mirror in a laboratory setting when patients are very well aware that they're there to be studied if they're going to binge. They still do and we believe they do because they just can't control it as aware as they are of it.”
We actually have a way to provoke binges. It's called a mood provocation. It's very well well very well validated. It's a little bit like provoking seizures in the epilepsy monitoring but here in these sort of uh psychiatric monitoring unit or the the food monitoring unit, uh we we actually have a psychiatrist and eating disorder specialist come and induce a mood that is related to each patient's sort of self‑described binge episode.

